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1.
Cell ; 184(7): 1836-1857.e22, 2021 04 01.
Article in English | MEDLINE | ID: mdl-33713619

ABSTRACT

COVID-19 exhibits extensive patient-to-patient heterogeneity. To link immune response variation to disease severity and outcome over time, we longitudinally assessed circulating proteins as well as 188 surface protein markers, transcriptome, and T cell receptor sequence simultaneously in single peripheral immune cells from COVID-19 patients. Conditional-independence network analysis revealed primary correlates of disease severity, including gene expression signatures of apoptosis in plasmacytoid dendritic cells and attenuated inflammation but increased fatty acid metabolism in CD56dimCD16hi NK cells linked positively to circulating interleukin (IL)-15. CD8+ T cell activation was apparent without signs of exhaustion. Although cellular inflammation was depressed in severe patients early after hospitalization, it became elevated by days 17-23 post symptom onset, suggestive of a late wave of inflammatory responses. Furthermore, circulating protein trajectories at this time were divergent between and predictive of recovery versus fatal outcomes. Our findings stress the importance of timing in the analysis, clinical monitoring, and therapeutic intervention of COVID-19.


Subject(s)
COVID-19/immunology , Cytokines/metabolism , Dendritic Cells/metabolism , Gene Expression/immunology , Killer Cells, Natural/metabolism , Severity of Illness Index , Adult , Aged , Aged, 80 and over , Biomarkers/metabolism , COVID-19/mortality , Case-Control Studies , Dendritic Cells/cytology , Female , Humans , Killer Cells, Natural/cytology , Longitudinal Studies , Male , Middle Aged , Transcriptome/immunology , Young Adult
2.
Immunity ; 54(5): 1083-1095.e7, 2021 05 11.
Article in English | MEDLINE | ID: mdl-33891889

ABSTRACT

Multisystem inflammatory syndrome in children (MIS-C) is a life-threatening post-infectious complication occurring unpredictably weeks after mild or asymptomatic SARS-CoV-2 infection. We profiled MIS-C, adult COVID-19, and healthy pediatric and adult individuals using single-cell RNA sequencing, flow cytometry, antigen receptor repertoire analysis, and unbiased serum proteomics, which collectively identified a signature in MIS-C patients that correlated with disease severity. Despite having no evidence of active infection, MIS-C patients had elevated S100A-family alarmins and decreased antigen presentation signatures, indicative of myeloid dysfunction. MIS-C patients showed elevated expression of cytotoxicity genes in NK and CD8+ T cells and expansion of specific IgG-expressing plasmablasts. Clinically severe MIS-C patients displayed skewed memory T cell TCR repertoires and autoimmunity characterized by endothelium-reactive IgG. The alarmin, cytotoxicity, TCR repertoire, and plasmablast signatures we defined have potential for application in the clinic to better diagnose and potentially predict disease severity early in the course of MIS-C.


Subject(s)
COVID-19/immunology , COVID-19/pathology , SARS-CoV-2/immunology , Systemic Inflammatory Response Syndrome/immunology , Systemic Inflammatory Response Syndrome/pathology , Adolescent , Alarmins/immunology , Autoantibodies/immunology , CD8-Positive T-Lymphocytes/immunology , Child , Child, Preschool , Cytotoxicity, Immunologic/genetics , Endothelium/immunology , Endothelium/pathology , Humans , Killer Cells, Natural/immunology , Myeloid Cells/immunology , Plasma Cells/immunology , Receptors, Antigen, T-Cell/genetics , Receptors, Antigen, T-Cell/immunology , Severity of Illness Index
3.
Nature ; 614(7949): 752-761, 2023 02.
Article in English | MEDLINE | ID: mdl-36599369

ABSTRACT

Acute viral infections can have durable functional impacts on the immune system long after recovery, but how they affect homeostatic immune states and responses to future perturbations remain poorly understood1-4. Here we use systems immunology approaches, including longitudinal multimodal single-cell analysis (surface proteins, transcriptome and V(D)J sequences) to comparatively assess baseline immune statuses and responses to influenza vaccination in 33 healthy individuals after recovery from mild, non-hospitalized COVID-19 (mean, 151 days after diagnosis) and 40 age- and sex-matched control individuals who had never had COVID-19. At the baseline and independent of time after COVID-19, recoverees had elevated T cell activation signatures and lower expression of innate immune genes including Toll-like receptors in monocytes. Male individuals who had recovered from COVID-19 had coordinately higher innate, influenza-specific plasmablast, and antibody responses after vaccination compared with healthy male individuals and female individuals who had recovered from COVID-19, in part because male recoverees had monocytes with higher IL-15 responses early after vaccination coupled with elevated prevaccination frequencies of 'virtual memory'-like CD8+ T cells poised to produce more IFNγ after IL-15 stimulation. Moreover, the expression of the repressed innate immune genes in monocytes increased by day 1 to day 28 after vaccination in recoverees, therefore moving towards the prevaccination baseline of the healthy control individuals. By contrast, these genes decreased on day 1 and returned to the baseline by day 28 in the control individuals. Our study reveals sex-dimorphic effects of previous mild COVID-19 and suggests that viral infections in humans can establish new immunological set-points that affect future immune responses in an antigen-agnostic manner.


Subject(s)
COVID-19 , Immunity, Innate , Immunologic Memory , Influenza Vaccines , Sex Characteristics , T-Lymphocytes , Vaccination , Female , Humans , Male , CD8-Positive T-Lymphocytes/immunology , COVID-19/immunology , Influenza Vaccines/immunology , Influenza, Human/immunology , Influenza, Human/prevention & control , Interleukin-15/immunology , Toll-Like Receptors/immunology , T-Lymphocytes/cytology , T-Lymphocytes/immunology , Monocytes , Immunity, Innate/genetics , Immunity, Innate/immunology , Single-Cell Analysis , Healthy Volunteers
4.
Immunity ; 45(6): 1191-1204, 2016 12 20.
Article in English | MEDLINE | ID: mdl-28002728

ABSTRACT

New technologies have been propelling dramatic increases in the volume and diversity of large-scale public data, which can potentially be reused to answer questions beyond those originally envisioned. However, this often requires computational and statistical skills beyond the reach of most bench scientists. The development of educational and accessible computational tools is thus critical, as are crowdsourcing efforts that utilize the community's expertise to curate public data for hypothesis generation and testing. Here we review the history of public-data reuse and argue for greater incorporation of computational and statistical sciences into the biomedical education curriculum and the development of biologist-friendly crowdsourcing tools. Finally, we provide a resource list for the reuse of public data and highlight an illustrative crowdsourcing exercise to explore public gene-expression data of human autoimmune diseases and corresponding mouse models. Through education, tool development, and community engagement, immunologists will be poised to transform public data into biological insights.


Subject(s)
Allergy and Immunology/trends , Computational Biology/trends , Crowdsourcing/trends , Animals , Computational Biology/methods , Crowdsourcing/methods , Humans
5.
Proc Natl Acad Sci U S A ; 119(28): e2204607119, 2022 07 12.
Article in English | MEDLINE | ID: mdl-35759653

ABSTRACT

Messenger RNA (mRNA) vaccines against severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) are highly effective at inducing protective immunity. However, weak antibody responses are seen in some individuals, and cellular correlates of immunity remain poorly defined, especially for B cells. Here we used unbiased approaches to longitudinally dissect primary antibody, plasmablast, and memory B cell (MBC) responses to the two-dose mRNA-1273 vaccine in SARS-CoV-2-naive adults. Coordinated immunoglobulin A (IgA) and IgG antibody responses were preceded by bursts of spike-specific plasmablasts after both doses but earlier and more intensely after dose 2. While antibody and B cell cellular responses were generally robust, they also varied within the cohort and decreased over time after a dose-2 peak. Both antigen-nonspecific postvaccination plasmablast frequency after dose 1 and their spike-specific counterparts early after dose 2 correlated with subsequent antibody levels. This correlation between early plasmablasts and antibodies remained for titers measured at 6 months after vaccination. Several distinct antigen-specific MBC populations emerged postvaccination with varying kinetics, including two MBC populations that correlated with 2- and 6-month antibody titers. Both were IgG-expressing MBCs: one less mature, appearing as a correlate after the first dose, while the other MBC correlate showed a more mature and resting phenotype, emerging as a correlate later after dose 2. This latter MBC was also a major contributor to the sustained spike-specific MBC response observed at month 6. Thus, these plasmablasts and MBCs that emerged after both the first and second doses with distinct kinetics are potential determinants of the magnitude and durability of antibodies in response to mRNA-based vaccination.


Subject(s)
2019-nCoV Vaccine mRNA-1273 , Antibody Formation , B-Lymphocytes , COVID-19 , RNA, Messenger , SARS-CoV-2 , 2019-nCoV Vaccine mRNA-1273/administration & dosage , 2019-nCoV Vaccine mRNA-1273/immunology , B-Lymphocytes/immunology , COVID-19/prevention & control , Humans , Immunity, Cellular , Immunoglobulin A/blood , Immunoglobulin A/immunology , Immunoglobulin G/blood , Immunoglobulin G/immunology , RNA, Messenger/administration & dosage , RNA, Messenger/immunology , SARS-CoV-2/immunology , Vaccination
6.
Dermatol Surg ; 49(12): 1128-1130, 2023 12 01.
Article in English | MEDLINE | ID: mdl-37910643

ABSTRACT

BACKGROUND: Although patient satisfaction with reconstructive outcomes after facial skin cancer resection is an important consideration in Mohs surgery, there is limited information evaluating this concern using validated patient-reported outcome tools. OBJECTIVE: To characterize predictors that may be associated with increased postoperative patient satisfaction with facial appearance after Mohs surgery using the FACE-Q/Skin Cancer survey, a patient-reported outcome tool that has been validated in various studies. METHODS: A total of 202 patients who underwent Mohs surgery for facial skin cancer at the Brigham and Women's Faulkner Hospital between April 2017 and November 2021 were included after completing the postoperative Satisfaction with Facial Appearance scale (FACE-Q scale). RESULTS: Male patients were significantly more likely to have higher satisfaction scores compared with female patients (aOR 2.4, 95% CI 1.1-5.1). Increased preoperative facial satisfaction scores was directly correlated with increased postoperative facial satisfaction scores ( p < .01). Patients with tumors on the lower face/neck (aOR 3.88; 95% CI 1.4-10.7) had significantly greater satisfaction scores compared with those with tumors on their nose/nasolabial folds. CONCLUSION: Potential interventions and counseling methods can be tailored toward specific patient populations with lower satisfaction scores to increase their overall satisfaction with reconstructive outcomes.


Subject(s)
Facial Neoplasms , Skin Neoplasms , Humans , Male , Female , Patient Satisfaction , Mohs Surgery , Skin Neoplasms/surgery , Skin Neoplasms/psychology , Nose/surgery , Facial Neoplasms/surgery , Nasolabial Fold/surgery
7.
Trends Immunol ; 37(3): 167-169, 2016 Mar.
Article in English | MEDLINE | ID: mdl-26830541

ABSTRACT

In a recent study, Chung et al. report the development of a high-dimensional approach to assess humoral responses to immune perturbation that goes beyond antibody neutralization and titers. This approach enables the identification of potentially novel correlates and mechanisms of protective immunity to HIV vaccination, thus offering a glimpse of how dense phenotyping of serological responses coupled with bioinformatics analysis could lead to much-sought-after markers of protective vaccination responses.


Subject(s)
AIDS Vaccines/immunology , Antibodies, Viral/immunology , Immunoglobulin G/immunology , Animals , Humans
14.
Proc Natl Acad Sci U S A ; 112(12): 3630-5, 2015 Mar 24.
Article in English | MEDLINE | ID: mdl-25713344

ABSTRACT

In this paper, we investigate changes in the Hadley Circulation (HC) and their connections to increased global dryness (suppressed rainfall and reduced tropospheric relative humidity) under CO2 warming from Coupled Model Intercomparison Project Phase 5 (CMIP5) model projections. We find a strengthening of the HC manifested in a "deep-tropics squeeze" (DTS), i.e., a deepening and narrowing of the convective zone, enhanced ascent, increased high clouds, suppressed low clouds, and a rise of the level of maximum meridional mass outflow in the upper troposphere (200-100 hPa) of the deep tropics. The DTS induces atmospheric moisture divergence and reduces tropospheric relative humidity in the tropics and subtropics, in conjunction with a widening of the subsiding branches of the HC, resulting in increased frequency of dry events in preferred geographic locations worldwide. Among various water-cycle parameters examined, global dryness is found to have the highest signal-to-noise ratio. Our results provide a physical basis for inferring that greenhouse warming is likely to contribute to the observed prolonged droughts worldwide in recent decades.

15.
Ann Emerg Med ; 68(3): 315-323.e1, 2016 09.
Article in English | MEDLINE | ID: mdl-27112264

ABSTRACT

STUDY OBJECTIVE: Exposures to HIV are frequently managed in the emergency department (ED) for assessment and potential initiation of HIV postexposure prophylaxis. Despite established guidelines, it is unclear whether patients with a nonoccupational exposure are managed similarly to patients with an occupational exposure. METHODS: This retrospective study used an administrative database to identify consecutive patients at a single ED with a discharge diagnosis of "blood or body fluid exposure" without sexual assault from April 1, 2007 to June 30, 2013. Patient exposure details and physician management were ascertained according to predefined guidelines. The primary outcome was the proportion of patients with high-risk exposures who were correctly given HIV prophylaxis; the secondary outcome was the proportion of patients with low-risk exposures who were correctly not given HIV prophylaxis. Other outcomes included the proportion of patients who had a baseline HIV test in the ED, the proportion who followed up with an HIV test within 6 months, and the number of seroconversions in this group. All outcomes were compared between nonoccupational and occupational exposure. RESULTS: Of 1,972 encounters, 1,358 patients (68.9%) had an occupational exposure and 614 (31.1%) had a nonoccupational exposure. In the occupational exposure group, 190 patients (14.0%) were deemed high risk, with 160 (84.2%; 95% confidence interval [CI] 78.1% to 88.9%) appropriately given prophylaxis. In the nonoccupational exposure group, 287 patients (46.7%) had a high-risk exposure, with 208 (72.5%; 95% CI 66.8% to 77.5%) given prophylaxis, for a difference of 11.7% (95% CI 3.8% to 19.1%). For low-risk exposures, appropriate management of both occupational and nonoccupational exposure was similar (92.4% versus 93.0%). At the index ED visit, 90.5% of occupational exposure patients and 76.7% of nonoccupational exposure patients received HIV testing, for a difference of 13.8% (95% CI 10.1% to 17.7%). At 6 months, 25.4% of patients with an occupational exposure and 35.0% of patients with a nonoccupational exposure had a follow-up test, for a difference of -9.6% (95% CI -14.2% to -5.1%). Of patients who had follow-up testing within 6 months, 4 of 215 (1.9%) in the nonoccupational exposure group tested newly positive for HIV, whereas 0 of 345 (0%) in the occupational exposure group tested positive. CONCLUSION: For ED patients with blood or body fluid exposures, those with high-risk nonoccupational exposures were not given HIV prophylaxis nearly twice as often as those with high-risk occupational exposure. Although 6-month follow-up testing rates were low, 1.9% of high-risk nonoccupational exposure patients seroconverted.


Subject(s)
Emergency Service, Hospital , HIV Infections/prevention & control , Occupational Diseases/prevention & control , Post-Exposure Prophylaxis , Adolescent , Adult , Aged , British Columbia , Child , Child, Preschool , Emergency Service, Hospital/statistics & numerical data , Female , Humans , Male , Middle Aged , Needlestick Injuries/therapy , Occupational Diseases/etiology , Post-Exposure Prophylaxis/methods , Post-Exposure Prophylaxis/statistics & numerical data , Retrospective Studies , Young Adult
16.
Anesth Analg ; 119(4): 777-783, 2014 Oct.
Article in English | MEDLINE | ID: mdl-25232690

ABSTRACT

The Society of Cardiovascular Anesthesiologists (SCA) introduced the FOCUS initiative (Flawless Operative Cardiovascular Unified Systems) in 2005 in response to the need for a rigorous scientific approach to improve quality and safety in the cardiovascular operating room (CVOR). The goal of the project, which is supported by the SCA Foundation, is to identify hazards and develop evidence-based protocols to improve cardiac surgery safety. A hazard is anything that has the potential to cause a preventable adverse event. Specifically, the strategic plan of FOCUS includes 3 goals: (1) identifying hazards in the CVOR, (2) prioritizing hazards and developing risk-reduction interventions, and (3) disseminating these interventions. Collectively, the FOCUS initiative, through the work of several groups composed of members from different disciplines such as clinical medicine, human factors engineering, industrial psychology, and organizational sociology, has identified and documented significant hazards occurring daily in our CVORs. Some examples of frequent occurrences that contribute to reduce the safety and quality of care provided to cardiac surgery patients include deficiencies in teamwork, poor OR design, incompatible technologies, and failure to adhere to best practices. Several projects are currently under way that are aimed at better understanding these hazards and developing interventions to mitigate them. The SCA, through the FOCUS initiative, has begun this journey of science-driven improvement in quality and safety. There is a long and arduous road ahead, but one we need to continue to travel.


Subject(s)
Anesthesiology/standards , Cardiac Surgical Procedures/standards , Operating Rooms/standards , Patient Safety/standards , Physicians/standards , Societies, Medical/standards , Anesthesiology/trends , Cardiac Surgical Procedures/trends , Humans , Operating Rooms/trends , Physicians/trends , Quality of Health Care/standards , Quality of Health Care/trends , Societies, Medical/trends
17.
Nat Med ; 2024 Jul 03.
Article in English | MEDLINE | ID: mdl-38961223

ABSTRACT

Immunological health has been challenging to characterize but could be defined as the absence of immune pathology. While shared features of some immune diseases and the concept of immunologic resilience based on age-independent adaptation to antigenic stimulation have been developed, general metrics of immune health and its utility for assessing clinically healthy individuals remain ill defined. Here we integrated transcriptomics, serum protein, peripheral immune cell frequency and clinical data from 228 patients with 22 monogenic conditions impacting key immunological pathways together with 42 age- and sex-matched healthy controls. Despite the high penetrance of monogenic lesions, differences between individuals in diverse immune parameters tended to dominate over those attributable to disease conditions or medication use. Unsupervised or supervised machine learning independently identified a score that distinguished healthy participants from patients with monogenic diseases, thus suggesting a quantitative immune health metric (IHM). In ten independent datasets, the IHM discriminated healthy from polygenic autoimmune and inflammatory disease states, marked aging in clinically healthy individuals, tracked disease activities and treatment responses in both immunological and nonimmunological diseases, and predicted age-dependent antibody responses to immunizations with different vaccines. This discriminatory power goes beyond that of the classical inflammatory biomarkers C-reactive protein and interleukin-6. Thus, deviations from health in diverse conditions, including aging, have shared systemic immune consequences, and we provide a web platform for calculating the IHM for other datasets, which could empower precision medicine.

18.
Arch Dermatol Res ; 315(8): 2347-2350, 2023 Oct.
Article in English | MEDLINE | ID: mdl-37043010

ABSTRACT

A major side effect of anti-neoplastic immunotherapy is the onset of dermatologic toxicities following the administration of several different immunotherapy drugs. We sought to assess the incidence and mortality of anti-neoplastic immunotherapy-associated dermatologic toxicities using a nationally representative sample of United States (US) adults. The National Inpatient Sample database was queried for encounters undergoing anti-neoplastic immunotherapy. Multiple logistic regression models were constructed to analyze incidence of dermatologic toxicity and associated mortality as well as calculate adjusted odds ratios (aOR) after controlling for age, race, sex, household income, and cancer type. Immunotherapy patients demonstrated greater odds of developing pruritus (aOR = 7.59; 95% CI 5.17-11.2; P < 0.001), rash (aOR = 2.81; 95% CI 2.00-3.94, P < 0.001), generalized (aOR = 5.32; 95% CI 3.35-8.43; P < 0.001) and localized (aOR = 2.67; 95% CI 1.01-7.05; P < 0.001) skin eruptions, and vitiligo (aOR = 13.3; 95% CI 5.15-34.4; P < 0.001) compared to patients who did not receive anti-neoplastic immunotherapy. There were no significant differences observed in incidence of non-scarring alopecia (P = 0.7), psoriasis (P = 0.094), and dermatitis (P = 0.9) between the two groups. Patients who underwent immunotherapy were more likely to develop dermatologic toxicity (aOR = 3.93; 95% CI 3.12-4.94; P < 0.001), however, no significant differences in mortality were observed. Patients undergoing anti-neoplastic immunotherapy have an increased risk of developing dermatologic toxicity compared to patients who did not receive anti-neoplastic immunotherapy.


Subject(s)
Drug-Related Side Effects and Adverse Reactions , Neoplasms , Adult , Humans , United States/epidemiology , Hospitalization , Pruritus , Neoplasms/drug therapy , Immunotherapy/adverse effects
19.
Ther Adv Infect Dis ; 10: 20499361231165862, 2023.
Article in English | MEDLINE | ID: mdl-37056449

ABSTRACT

Viral warts - manifestations of cutaneous infection by human papilloma virus - can be a significant physical and emotional burden for patients when common treatments fail, particularly for individuals who are immunocompromised or with multiple lesions. Cidofovir, an antiviral agent typically used for the treatment of cytomegalovirus infection, has emerged as an alternative treatment option for viral warts when administered topically or intralesionally. In this review, we highlight the scientific rationale, published evidence, and practical clinical uses of intralesional cidofovir for the management of cutaneous warts as well as ongoing questions requiring further research and exploration of this emerging therapy for refractory verrucae.

20.
Arch Dermatol Res ; 315(5): 1453-1455, 2023 Jul.
Article in English | MEDLINE | ID: mdl-36482256

ABSTRACT

Patients with disabilities utilize accommodations or assistive technologies to access content from healthcare websites, but not all websites are built accessibly. We sought to evaluate the accessibility of dermatology home page websites from the 3 largest hospitals in each state of the United States (n = 150) using evaluation tools SortSite 6.42.924.0 and the Web Accessibility Evaluation Tool (WAVE). Of 150 hospitals evaluated, 128 (85%) were teaching hospitals and 48 (32%) were from the southern United States. The average numbers of contrast errors and all other errors detected by WAVE were 13.6 and 8.9, respectively. The mean number of Level A, AA and AAA issues detected per WCAG 2.1 guidelines were 5.7, 1.5, and 2.5, respectively. There were no significant differences in any accessibility metrics between teaching and non-teaching hospitals. Overall, dermatology home page websites have an average of 6 failures to meet the baseline A criteria of WCAG 2.1 and no websites were completely adherent to standards. The mean elements of contrast errors, other errors, alerts, and structural elements issues were all greater in the dermatology websites than in a federal public health website in a global analysis. Inaccessible dermatology websites present a significant barrier for patients to schedule and receive dermatologic care at hospitals nationally and may result in adverse outcomes for this underserved population. Dermatologic care teams and web developers must prioritize improving the accessibility of their websites to benefit all patients.


Subject(s)
Dermatology , Disabled Persons , Humans , United States
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