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1.
Hum Vaccin Immunother ; 19(2): 2256042, 2023 08 01.
Article in English | MEDLINE | ID: mdl-37697942

ABSTRACT

We investigated whether unvaccinated pregnant persons cluster geographically and determined factors associated with being unvaccinated using spatial and multivariate logistic regression analyses. Pregnant persons with deliveries from December 15, 2020, through September 30, 2022, at Kaiser Permanente Northern California were included. Of the 85,852 pregnant persons in the study, 46.6% were unvaccinated before and during pregnancy. Spatial analysis identified 5 clusters with high prevalence of unvaccinated pregnant persons. Within these clusters, the proportion of unvaccinated varied from 53% to 62% versus 39% outside the clusters. In covariate-adjusted analyses, residence in a cluster increased the odds of being unvaccinated by 1.64 (95% confidence interval (CI): 1.59,1.69). The odds of being unvaccinated increased among those aged 16-24 years (odds ratio [OR] = 2.69, CI: 2.55, 2.83), aged 25-34 years (OR = 1.59, CI: 1.54, 1.64) compared with age ≥ 35 years, black race (OR = 1.45, CI:1.37, 1.54), and subsidized insurance (OR = 1.32, CI: 1.26, 1.38). The odds of being unvaccinated also increased for pregnant persons living in neighborhoods where the proportion of adults with high school education or less was greater than 20%. Geographic clustering of unvaccinated pregnant persons suggests a need for population-specific-interventions to increase vaccine coverage.


Subject(s)
COVID-19 , Adult , Female , Pregnancy , Humans , COVID-19/epidemiology , COVID-19/prevention & control , Cluster Analysis , Odds Ratio
2.
AJOG Glob Rep ; 3(4): 100264, 2023 Nov.
Article in English | MEDLINE | ID: mdl-37719643

ABSTRACT

BACKGROUND: SARS-CoV-2 infection in pregnancy can result in a spectrum of asymptomatic to critical COVID-19 outcomes, including hospitalization, admission to the intensive care unit, or death. OBJECTIVE: This study aimed to investigate the effectiveness of messenger RNA COVID-19 vaccination during pregnancy against both hospitalization and infection, stratified by different variant circulations and by time since the last vaccine dose. STUDY DESIGN: This was a retrospective cohort study among pregnant persons who were members of Kaiser Permanente Northern California and delivered between December 15, 2020, and September 30, 2022. Pregnant persons who received any vaccine dose before the pregnancy onset date were excluded. The primary outcome was hospitalization for COVID-19, and the secondary outcome was polymerase chain reaction-confirmed SARS-CoV-2 infection. Exposure was receipt of a messenger RNA vaccine during pregnancy. Poisson regression was used to estimate the risk ratio of hospitalization by comparing vaccinated pregnant persons with unvaccinated pregnant persons adjusted for sociodemographic factors and calendar time. Cox regression was used to estimate the hazard ratio of infection by comparing vaccinated pregnant persons with unvaccinated pregnant persons. Vaccine effectiveness was estimated as 1 minus the rate ratio or the hazard ratio multiplied by 100. Vaccine effectiveness was estimated overall and by variant periods (before Delta, Delta, Omicron, and subvariants). RESULTS: Of 57,688 pregnant persons, 16,153 (28%) received at least 1 dose of a messenger RNA COVID-19 vaccine during pregnancy; moreover, 4404 pregnant persons tested positive for SARS-CoV-2 infection, and 108 pregnant persons were hospitalized during pregnancy. Overall, 2-dose vaccine effectiveness against hospitalization was 91% within <150 days of vaccination and 48% >150 days after vaccination. The 2-dose vaccine effectiveness within <150 days after vaccination was 100% during the original virus strain and Delta variant periods of the virus; vaccine effectiveness was 51% during the Omicron period. Of the hospitalization cases, 97% of pregnant persons were unvaccinated. During hospitalization, none of the vaccinated pregnant persons required ventilation or were admitted to the intensive care unit. Moreover, 2-dose vaccine effectiveness against infection was 54% within <150 days after vaccination and 26% ≥150 days after vaccination. CONCLUSION: Messenger RNA COVID-19 vaccination during pregnancy was effective against hospitalization for COVID-19 and SARS-CoV-2 infection. COVID-19 was mild among pregnant persons who were vaccinated compared with those who were unvaccinated. Thus, all pregnant persons should be strongly encouraged to receive messenger RNA COVID-19 vaccines to prevent severe disease.

3.
Nat Commun ; 14(1): 894, 2023 02 28.
Article in English | MEDLINE | ID: mdl-36854660

ABSTRACT

We examined the effectiveness of maternal vaccination against SARS-CoV-2 infection in 30,311 infants born at Kaiser Permanente Northern California from December 15, 2020, to May 31, 2022. Using Cox regression, the effectiveness of ≥2 doses of COVID-19 vaccine received during pregnancy was 84% (95% confidence interval [CI]: 66, 93), 62% (CI: 39, 77) and 56% (CI: 34,71) during months 0-2, 0-4 and 0- 6 of a child's life, respectively, in the Delta variant period. In the Omicron variant period, the effectiveness of maternal vaccination in these three age intervals was 21% (CI: -21,48), 14% (CI: -9,32) and 13% (CI: -3,26), respectively. Over the entire study period, the incidence of hospitalization for COVID-19 was lower during the first 6 months of life among infants of vaccinated mothers compared with infants of unvaccinated mothers (21/100,000 person-years vs. 100/100,000 person-years). Maternal vaccination was protective, but protection was lower during Omicron than during Delta. Protection during both periods decreased as infants aged.


Subject(s)
COVID-19 , Pregnancy Complications, Infectious , Child , Female , Pregnancy , Humans , Infant , SARS-CoV-2 , COVID-19 Vaccines , COVID-19/epidemiology , COVID-19/prevention & control , Mothers , Vaccination , Pregnancy Complications, Infectious/epidemiology , Pregnancy Complications, Infectious/prevention & control
4.
Res Sq ; 2022 Oct 18.
Article in English | MEDLINE | ID: mdl-36299419

ABSTRACT

We examined the effectiveness of maternal vaccination against SARS-CoV-2 infection in 30,288 infants born at Kaiser Permanente Northern California from December 15, 2020, to May 31, 2022. Using Cox regression, the effectiveness of maternal vaccination was 85% (95% confidence interval [CI]: 67, 93), 64% (CI: 43, 78) and 57% (CI: 36,71) during the first 2, 4 and 6 months of life, respectively, in the Delta variant period. In the Omicron variant period, the effectiveness of maternal vaccination in these three age intervals was 22% (CI: -18,48), 14% (CI: -10,32) and 12% (CI: -4,26), respectively. Over the entire study period, the incidence of hospitalization for COVID-19 was lower during the first 6 months of life among infants of vaccinated mothers compared with infants of unvaccinated mothers (21/100,000 person-years vs. 100/100,000 person-years). Maternal vaccination was protective, but protection was lower during Omicron than during Delta. Protection during both periods decreased as infants aged.

5.
Gastroenterology ; 163(3): 723-731.e6, 2022 09.
Article in English | MEDLINE | ID: mdl-35580655

ABSTRACT

BACKGROUND & AIMS: The COVID-19 pandemic has affected clinical services globally, including colorectal cancer (CRC) screening and diagnostic testing. We investigated the pandemic's impact on fecal immunochemical test (FIT) screening, colonoscopy utilization, and colorectal neoplasia detection across 21 medical centers in a large integrated health care organization. METHODS: We performed a retrospective cohort study in Kaiser Permanente Northern California patients ages 18 to 89 years in 2019 and 2020 and measured changes in the numbers of mailed, completed, and positive FITs; colonoscopies; and cases of colorectal neoplasia detected by colonoscopy in 2020 vs 2019. RESULTS: FIT kit mailings ceased in mid-March through April 2020 but then rebounded and there was an 8.7% increase in kits mailed compared with 2019. With the later mailing of FIT kits, there were 9.0% fewer FITs completed and 10.1% fewer positive tests in 2020 vs 2019. Colonoscopy volumes declined 79.4% in April 2020 compared with April 2019 but recovered to near pre-pandemic volumes in September through December, resulting in a 26.9% decline in total colonoscopies performed in 2020. The number of patients diagnosed by colonoscopy with CRC and advanced adenoma declined by 8.7% and 26.9%, respectively, in 2020 vs 2019. CONCLUSIONS: The pandemic led to fewer FIT screenings and colonoscopies in 2020 vs 2019; however, after the lifting of shelter-in-place orders, FIT screenings exceeded, and colonoscopy volumes nearly reached numbers from those same months in 2019. Overall, there was an 8.7% reduction in CRC cases diagnosed by colonoscopy in 2020. These data may help inform the development of strategies for CRC screening and diagnostic testing during future national emergencies.


Subject(s)
COVID-19 , Colorectal Neoplasms , Adolescent , Adult , Aged , Aged, 80 and over , COVID-19/diagnosis , COVID-19/epidemiology , Colonoscopy/methods , Colorectal Neoplasms/diagnosis , Colorectal Neoplasms/epidemiology , Community Health Services , Early Detection of Cancer/methods , Feces , Humans , Mass Screening/methods , Middle Aged , Occult Blood , Pandemics , Retrospective Studies , United States/epidemiology , Young Adult
6.
Clin Gastroenterol Hepatol ; 19(3): 610-612.e1, 2021 03.
Article in English | MEDLINE | ID: mdl-32036042

ABSTRACT

Lynch syndrome (LS) is the most common type of hereditary colorectal cancer (CRC) syndrome caused by pathogenic variants in mismatch repair (MMR) genes.1 Current multisociety guidelines recommend screening all CRC tumors for LS.2,3 The most widely adopted screening method is MMR immunohistochemistry (IHC) followed by germline analysis if indicated.2,3 However, the text-based nature of pathology and IHC reports used for LS screening results impedes creation of an efficient tracking system for identifying affected patients and screening outcomes.4 In this study, we developed and validated a natural language processing (NLP) tool for extracting MMR IHC results in LS screening in a large, diverse, multicenter, community-based setting.5.


Subject(s)
Colorectal Neoplasms, Hereditary Nonpolyposis , Colorectal Neoplasms , Colorectal Neoplasms/diagnosis , Colorectal Neoplasms, Hereditary Nonpolyposis/diagnosis , Colorectal Neoplasms, Hereditary Nonpolyposis/genetics , DNA Mismatch Repair , Early Detection of Cancer , Humans , Microsatellite Instability , Natural Language Processing
7.
Clin Gastroenterol Hepatol ; 18(12): 2734-2741.e6, 2020 11.
Article in English | MEDLINE | ID: mdl-32360824

ABSTRACT

BACKGROUND & AIMS: Approximately 30%-40% of screening-eligible adults in the United States are not up to date with colorectal cancer (CRC) screening. We aimed to validate a predictive score, generated by a machine learning algorithm with common laboratory test data, to identify patients at high risk for CRC in a large, community-based, ethnically diverse cohort. METHODS: We performed a nested case-control study using data from members of Kaiser Permanente Northern California (1996-2015). Cases were cohort members who received a complete blood cell count at ages 50-75 y, did not have a prior or current diagnosis of CRC diagnosis at the time of the blood cell count, and were subsequently diagnosed with CRC. We used data from the cohort to validate the ability of an algorithm that uses laboratory and demographic information to identify patients at increased risk for CRC. Test performance was evaluated using area under the receiver operating characteristic curve (AUROC) and odds ratios (OR) with 95% CI values to compare high (defined as 97% specificity or more) vs low scores. RESULTS: A high score from the algorithm identified patients with a CRC diagnosis within the next 6 months with 35.4% sensitivity (95% CI, 33.8-36.7) and an AUROC of 0.78 (95% CI, 0.77-0.78). Patients with a high score had an increased risk of diagnosis with early-stage CRC (OR, 13.1; 95% CI, 11.8-14.3) and advanced stage CRC (OR, 24.8; 95% CI, 22.4-27.3) within the next 6 months. In patients with high scores, the ORs for proximal and distal cancers were 34.7 (95% CI, 31.5-37.7) and 12.1 (95% CI, 10.1-13.9), respectively. The algorithm's accuracy decreased with the time interval between blood test result and CRC diagnosis; performance did not differ by sex or race. CONCLUSIONS: We validated a predictive model that uses complete blood cell count and demographic data to identify patients at high risk of CRC. The algorithm identified 3% of the population who require an investigation and identified 35% of patients who received a diagnosis of CRC within the next 6 months.


Subject(s)
Algorithms , Colorectal Neoplasms , Aged , Case-Control Studies , Clinical Laboratory Techniques , Colorectal Neoplasms/diagnosis , Colorectal Neoplasms/epidemiology , Demography , Early Detection of Cancer , Humans , Middle Aged
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