Abstract
Background and Aims
Recent trends in mortality with gallstone disease remain scarce in the United States. Yet multiple changes in clinical management, such as rates of endoscopy, cholecystectomy, and cholecystostomy, and insurance access at the state level, may have occurred. Thus, we evaluated recent secular trends of mortality with gallstone disease in New Jersey.
Methods
We performed a retrospective, cohort study of mortality from 2009 to 2018 using the National Center for Health Statistics, Restricted Mortality Files. The primary outcome was any death with an International Classifications of Disease, 10th Revision, Clinical Modification diagnosis code of gallstone disease in New Jersey. Simple linear regression was used to model trends of incidence of death.
Results
1580 deaths with diagnosed gallstone disease (dGD) occurred from 2009 to 2018. The annual trend of incidence of death was flat over 10 years. The incidence of death with dGD relative to all death changed only from 0.21% to 0.20% over 10 years. These findings were consistent also in 18 of 20 subgroup combinations, although the trend of death with dGD in Latinos 65 years or older increased [slope estimate 0.93, 95% confidence limit 0.42–1.43, P = .003].
Conclusion
The rate of death with dGD showed little change over the recent 10 years in New Jersey. This needs to be reproduced in other states and nationally. A closer examination of the changes in clinical care and insurance access is needed to help understand why they did not result in a positive change in this avoidable cause of death.
Keywords: Trends, Epidemiology, Cholelithiasis, Gallstone disease, Mortality
Graphical abstract
Introduction
Gallstone disease has been said to have reached epidemic proportions, with up to twenty percent of the total US population having asymptomatic disease and 20–50 percent of those who are asymptomatic developing symptomatic gallstone disease in their lifetime.1, 2, 3 Asymptomatic gallstone disease is known to be associated with very common health risks in the United States including high-calorie diets, hyperinsulinism or insulin resistance, type 2 diabetes mellitus, dyslipidemia, obesity, and metabolic syndrome, which are associated with mortality.4, 5, 6, 7
Symptomatic gallstone disease requiring treatment, increasing greater than 20 percent in the last three decades of the 20th century, results from the progression of asymptomatic disease due to gallstone impaction of the physiologic drainage of the gallbladder, pancreas, liver, or intestine.1,2 Complications of gallstone disease include symptomatic cholelithiasis, eg, biliary colic, cholecystitis, gallstone pancreatitis, choledocholithiasis, biliary cholangitis from choledocholithiasis, or gallstone ileus.8, 9, 10 As a result, diagnosed symptomatic gallstone disease is one of the most common and costly gastrointestinal disorders spanning the entire life course with over 60% of related care requiring hospital stays, totaling 1.2 million inpatient admissions annually.10,11 Indeed, it is the most common and an increasing clinical digestive disease requiring surgery in the United States.12
Gallstone disease has been thought to be an example of an ‘ambulatory sensitive’ disease,13 ie, one that, if appropriate outpatient care were made more available, emergency department presentation, hospital admission, and most importantly mortality, may all be avoidable.14 Are we succeeding in this? Many recent changes in clinical management have occurred, such as rates of endoscopy and laparoscopic cholecystectomy, and cholecystostomy in the frail population,15, 16, 17 as well as expansion of access to care with Medicaid expansion in 2014.18 However, population-based data on recent US trends of death from gallstone disease are sparse.11,19,20 Indeed, we are not aware of any US studies describing the trends of death from complications of gallstone disease. Thus, the aim of this study was to report on the recent mortality trends with diagnosed gallstone disease (dGD) in the highly diverse state population of New Jersey.21 This report of the epidemiologic trends of the mortality with gallstone disease at the population level is necessary.
Methods
Study design and period
A 10-year retrospective population cohort study was conducted to determine the trends of mortality with dGD from 2009 to 2018.
Study population
The population selected for this study were residents of New Jersey.
Data source(s)
Records came from the Centers for Disease Control and Prevention, National Center for Health Statistics (NCHS), National Vital Statistics Data, Death (Mortality) – Multiple Cause of Death, States, and All Counties – Detailed, New Jersey Files.22 These restricted research files contain multiple-cause coding for cause of death by calendar year and month, ie, geographical variables about the decedent down to the county level. The final analysis data set included all deaths in New Jersey from 2009 to 2018 with ICD-10 mortality codes for gallstone disease. Gallstone disease occupied the 1st and 2nd up to the 13th death field known as the principal and contributory positions, respectively. We selected only codes indicating gallstones, such as biliary pancreatitis instead of pancreatitis alone, and cholangitis with common duct calculus instead of just cholangitis alone (Figure 1). All ICD-10 codes for death with dGD, such as cholelithiasis, cholecystitis, biliary pancreatitis, choledocholithiasis, biliary cholangitis secondary to choledocholithiasis, and gallstone ileus/fistula, were extracted from each calendar year file (Table A1).
Figure 1.
Study population and total New Jersey deaths with diagnosed gallstone disease.i,iiiAll death records data were according to the Centers for Disease Control and Prevention, National Center for Health Statistics Detailed Mortality—All Counties files in New Jersey for calendar years 2009–2018. iiRecords indicating an ICD-10-CM mortality code of gallstone disease in principal and contributory positions on the death certificate. See Table A1 for full list of ICD-10-CM codes.
The United States Census Bureau provided New Jersey population data.23
Study measures
Independent variable
The independent variable was the calendar year between 2009 and 2018.
Outcome variable
A death with dGD was defined as any record with a relevant ICD-10 mortality code consistent with dGD.
Analysis
Descriptive statistics and trends analyses
Individual calendar year death counts were divided by the average of the 2010 and 2020 New Jersey Census population (ie, 9,040,444) to compute a crude annual incidence of death with dGD per 100,000 New Jersey population.23 The proportion of death with dGD was calculated each year by dividing deaths with dGD by all deaths in New Jersey. Annual incidences were plotted and analyzed for a temporal trend using line graphs and simple linear regression of incidence of death as a function of calendar year over the 10 years.24
These analyses were repeated in 20 demographic subgroups; age less than and greater than or equal to 65 years, gender male and female, and race/ethnicity white, Black, Hispanic, Asian, and American Indian. “Hispanic” ethnicity was the description used by the NCHS and includes Asian Hispanic, Black Hispanic, and White Hispanic. We combined these groups and refer to them as Latino.25
P value <.05 was considered statistically significant. SAS 9.4 statistical software package was used for all analysis.
This research was classified as exempt by Rutgers Institutional Review Board.
Results
Of the 717,620 deaths in New Jersey (Figure A1), 1580 (0.2%) were deaths with a diagnosis of gallstone disease (Table 1). Cholecystitis (68.7%, N = 1085) and cholelithiasis/gallbladder disease (25.4%, N = 402) totaled together 94.1% of the gallstone disease death codes (N = 1487). The median age of death with dGD was 83 years [interquartile range; 73, 89]. Of these, 12.7%, 58.4%, and 10.8% of deaths with dGD were among those who were less than 65 years of age, female, and black, respectively.
Table 1.
| Deathsa | N = 1580 (100) |
| Cholecystitis | 1085 (68.7) |
| Cholelithiasis/gallbladder disease | 402 (25.4) |
| Choledocholithiasis | 63 (4.0) |
| Cholangitis with choledocholithiasis | 17 (1.1) |
| Gallstone ileus/gallbladder fistula | 11 (0.7) |
| Gallstone pancreatitis | 2 (0.1) |
| Gender | |
| Female | 922 (58.4) |
| Male | 658 (41.6) |
| Ageb | |
| <25 | 3 (0.2) |
| 26–34 | 3 (0.2) |
| 35–49 | 35 (2.2) |
| 50–64 | 160 (10.1) |
| 65–84 | 691 (43.7) |
| ≥85 | 688 (43.6) |
| Race and ethnicityc | |
| White | 1214 (76.8) |
| Black | 171 (10.8) |
| Latinod | 137 (8.7) |
| Asian | 57 (3.6) |
| American Indian | 1 (0.1) |
Gallstone disease occupies any position, principal or contributing, on the New Jersey death certificate. Data indicated by N (%).
Median age (IQR) is 83 (73, 89). 87.3% (n = 1379) of deaths were in people ≥65. 12.7% (n = 201) of deaths were in people <65. IQR, interquartile range.
Zero deaths were recorded for Pacific Islanders and Native Americans.
Latino includes Asian Hispanic, White Hispanic, and Black Hispanic.
57.5% (n = 908) of the 1580 deaths with gallstone disease included gallstone disease codes in the principal position (Table 2). Gallstone disease occupied the principal through 5th position in 87.1%. After removing death records including duodenal, gallbladder, pancreas, biliary tract, or liver cancer diagnoses, gallstone disease occupied the principal position in 58.1% (n = 905) of the 1557 deaths and principal through 5th contributory positions in 85.5% (N = 1332).
Table 2.
| Position on death certificate | Death with symptomatic gallstone disease (SGD)a,c |
|
|---|---|---|
| All SGD n = 1580 |
With cancers omittedb n = 1557c |
|
| 1d | 908 (57.5%) | 905 (58.1%) |
| 2 | 62 | 55 |
| 3 | 135 | 122 |
| 4 | 144 | 130 |
| 5 | 127 | 117 |
| 6 | 79 | 73 |
| 7 | 65 | 60 |
| 8 | 46 | 44 |
| 9 | 31 | 28 |
| 10 | 17 | 16 |
| 11 | 4 | 4 |
| 12 | 1 | 1 |
| 13 | 2 | 2 |
| >1 position occupied | N = 1621e | N = 0 |
Symptomatic gallstone disease includes cholelithiasis/other gallbladder disease, cholecystitis, gallstone pancreatitis, choledocholithiasis, cholangitis, with choledocholithiasis, gallstone ileus/gallbladder fistula.
Select cancers removed includes duodenal, gallbladder, pancreas, biliary tract, or liver.
N = 1557 reflects SGD diagnoses in the earliest position for records with >1 diagnosis.
Position 1 is the ‘principal’ position; the others are considered ‘contributing’.
N = 1621 is greater than 1580 because gallstone disease occupies more than one position on some death certificates.
The trend of counts of death with dGD over 10 years’ time did not change overall [P = .58; slope parameter estimate, −0.009, 95% CL, −0.05 to +0.03] (Figure 2) (Table 3). The incidence of death with dGD relative to all death in New Jersey also did not change [P = .14; slope estimate, −0.000034; 95% CL, −0.000081 to +0.000014] (Figure 3) (Table 3).
Figure 2.
Trend of the incidence of death with diagnosed gallstone disease in New Jersey, 2009–2018.i, ii, iiiiIncidence calculated per 100,000 New Jersey population using the average of the 2010 and 2020 populations from the United States Census Bureau in New Jersey (n = 9,040,444). iiAnnual incidences are the sum of 12 monthly incidences in each year. See Table 3 for each year’s mean monthly incidences and standard errors. iiiTen-year trend slope parameter estimate, −0.009, SE 0.02, P = .58; 95% CL, −0.05 to +0.03.
Table 3.
Annual Incidence of Diagnosed Gallstone Disease and All Deaths in New Jersey, With dGD Incidence of Death Adjusted for Age, Sex, and Race/Ethnicity, Individually, 2009–2018.a,b,c,d,e,f
| Measures | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | Total |
|---|---|---|---|---|---|---|---|---|---|---|---|
| dGD | |||||||||||
| Counts | 146 | 154 | 181 | 179 | 150 | 148 | 166 | 150 | 157 | 149 | 1580 |
| Incidencea | 1.61 | 1.7 | 2 | 1.98 | 1.65 | 1.64 | 1.84 | 1.66 | 1.73 | 1.65 | 17.48 |
| Monthly incidenceb | 0.134 (.034) | 0.142 (.055) | 0.167 (.055) | 0.165 (.034) | 0.138 (.047) | 0.136 (.049) | 0.153 (.037) | 0.138 (.050) | 0.145 (.029) | 0.137 (.038) | 1.74c (0.045) |
| All death | |||||||||||
| Counts | 68,277 | 69,495 | 70,558 | 70,534 | 71,403 | 71,316 | 72,271 | 73,155 | 74,846 | 75,765 | 717,620 |
| Incidencea | 755.23 | 768.71 | 780.47 | 780.20 | 789.81 | 788.42 | 799.42 | 809.20 | 827.90 | 828.06 | 7937.88 |
| Rate of dGD death relative to all deathsd | |||||||||||
| Proportion | .00213 | .00221 | .00256 | .00254 | .00209 | .00208 | .00230 | .00205 | .00209 | .00197 | 0.0022 |
| dGD incidence of death adjusted for age | |||||||||||
| <65 y | .22123 | .24335 | .19910 | .30972 | .12168 | .19911 | .25441 | .19911 | .26547 | .21017 | 2.23 |
| ≥65 y | 1.39 | 1.46 | 1.80 | 1.67 | 1.54 | 1.44 | 1.58 | 1.46 | 1.47 | 1.44 | 15.25 |
| dGD incidence of death adjusted for sex | |||||||||||
| Female | 1.07 | 1.02 | 1.27 | 1.08 | 0.88 | 0.94 | 1.03 | 0.97 | 0.96 | 0.96 | 10.20 |
| Male | 0.54 | 0.69 | 0.73 | 0.90 | 0.77 | 0.70 | 0.81 | 0.69 | 0.77 | 0.69 | 7.28 |
| dGD incidence of death adjusted for race/ethnicitye | |||||||||||
| Black | 0.19 | 0.17 | 0.22 | 0.19 | 0.19 | 0.13 | 0.23 | 0.23 | 0.21 | 0.13 | 1.89 |
| Latinof | 0.11 | 0.09 | 0.10 | 0.15 | 0.17 | 0.18 | 0.19 | 0.14 | 0.15 | 0.23 | 1.51 |
| Asian | 0.01 | 0.07 | 0.06 | 0.09 | 0.08 | 0.09 | 0.04 | 0.07 | 0.06 | 0.08 | 0.65 |
| White | 1.30 | 1.38 | 1.62 | 1.55 | 1.23 | 1.23 | 1.37 | 1.22 | 1.32 | 1.21 | 13.43 |
Incidence is calculated per 100,000 New Jersey population using the average of the 2010 and 2020 annual populations from the United States Census Bureau, New Jersey, ie, 9,040,444.
Monthly incidences means and standard errors (SEs); SEs in parentheses.
Total annual incidence mean with SE.
Proportion of death is calculated using a numerator of incidence of death with diagnosed gallstone disease and a denominator of incidence of all death.
<0.01 incidence in 2014 is not shown for American Indian subgroup.
Latino includes Asian Hispanic, White Hispanic, and Black Hispanic.
Figure 3.
Trend of the incidence of diagnosed gallstone disease as a proportion of all deaths in New Jersey, 2009–2018.i, ii, iiiiThe proportion of incidence of deaths with dGD to all deaths was calculated by dividing incidence of deaths with dGD by incidence of all death. iiStandard errors of proportions indicated by error bars. iiiTen-year trend slope parameter estimate, −0.000034, SE 0.000021, P = .14, 95% CL, −0.000081 to +0.000014.
The most deaths with dGD, 40.4% and 29.2% of total deaths, were in white females and males, respectively. Furthermore, the most death with dGD, 5.4% and 3.8% of total deaths, were in Black and Latina females equal to or greater than 65 years of age. However, 18 of the 20 subgroups (using binary gender, binary age <65 and ≥65, and five NCHS race/ethnicity classifications) had similarly flat 10-year trends individually (Figures A2–A4) (Table 3), except Latinos 65 years or older, where the slope increased [slope estimate 0.93, 95% CL 0.42–1.43, P = .003].
Discussion
The United States has seen many changes in the care of patients with dGD, as well as the expansion of access to Medicaid starting in 2014. Yet, our retrospective population study of death with dGD in a population in the diverse northeast US state of New Jersey found an unchanged, persistent incidence of mortality from 2009 to 2018. Deaths with dGD relative to all deaths in New Jersey were also unchanged over this time. Despite deaths with dGD being level overall, and in 18 demographic subgroups, mortality rose with dGD over the last 10 years among Latinos aged 65 years or older, although this was not an a priori hypothesis and may have been due to random error.
Population-based studies are essential to understanding the impact of a disease on an entire population, rather than just a clinical population.26 To our knowledge, this is the first study to identify recent population trends in mortality rate with dGD, a potentially avoidable cause of death. We know of only one group, Peery et al, using the Centers for Disease Control Wide-ranging Online Data for Epidemiologic Research,27 who individually reported single year 2012,19 2016,20 and 201911 US mortality data on cholecystitis, acute pancreatitis, and cholangitis. Similar to our finding of persistent mortality with gallstone disease, crude mortality rates across the 3 years for cholecystitis appeared to be increasing from 0.7 to 0.8 per 100,000 and acute pancreatitis and cholangitis appeared flat at 0.9 and 0.3 per 100,000, respectively. One possibility, therefore, is that this level of mortality rate in New Jersey might be a combination of a steady or even increasing incidence of noncomplicated symptomatic gallstone disease with prevention of progression to high-risk complicated emergency symptomatic disease. Asmar et al17 highlight a more recent shift away from cholecystectomy to cholecystostomy. An associated increasing mortality as this nonsurgical procedure becomes more utilized now first in the frail, combined with a decreasing case fatality of traditional cholecystectomy if present, could also possibly explain a lack of improvement in mortality with gallstone disease over time. With this may come lower procedural or surgical case fatality rates28; that remains to be studied.
Several other known mechanisms may exist, eg, prevention of smoking, obesity, metabolic syndrome, dyslipidemia, alcohol intake, and sedentary lifestyle, by which the population’s overall mortality from dGD could be reduced significantly; yet we did not find this.1,2,5,6,29 Further exploration of current factors like cholecystectomy that may impact natural trends of death with dGD within and among multiple states is necessary.30 For example, hospital admissions with cholecystitis, the most common severe complication of gallstones and indication for cholecystectomy, increased 44% from 1997 to 2012 in the United States12; might this explain a lack of change in death despite perhaps worse (or better) outcomes from each case? Trends in emergency cholecystectomy, and concurrent other approaches to tertiary prevention of mortality with dGD like antecedent endoscopic clearance of the pancreatic or common bile duct of stones in acute gallstone pancreatitis or cholangitis, and relative trends in complications, require analysis of surgical with these nonsurgical and medical populations treated for symptomatic gallstone disease.31,32 Alternatively, if efforts between gastroenterology and primary care and other specialists together can predict how, why, and which patients require invasive treatments before they do, population health facilitators of primary and secondary prevention targets at the primary care level may help to avoid higher risk tertiary prevention efforts altogether.26,33 This may be especially important given the increased proportion of gallbladder disease and pancreatitis presenting to emergency departments in the United States, increased endoscopic ultrasound but decreasing endoscopic retrograde cholangiopancreatography rates treating choledocholithiasis, the high 30-day readmission rates that are due to gallbladder diseases, and the fivefold higher mortality associated with inpatient emergency versus outpatient elective cholecystectomy reported in at least one northern region US state.20,34 Better understanding and consensus on patient-centered outcomes of importance across the stages and complications of gallstone disease may guide such concerted and complementary approaches to preventing and modifying the persistent metabolic, biologic, behavioral, structural, social, and economic etiologies upstream from the preventable clinical etiologies of morbidity, mortality, and disability with dGD.35, 36, 37
Understanding how and why deaths with dGD occur inside the hospital on index admission for nonemergency or emergency symptomatic gallstone disease, inside the hospital on readmission to the same hospital after antecedent nontreatment or treatment of symptomatic gallstone disease, inside the hospital on readmission to a different hospital, or outside the hospital and during rehabilitation, might help to form a more systematic construct of zero preventable death with dGD.26 Thus, in summary, we propose some of the possible mechanistic hypotheses about why we are seeing a persistent risk of death with dGD:
-
1.
Changes (or lack of changes) in the etiology of developing gallstone disease, eg, due to pathogenic cholesterol metabolism and individual/family microbiome factors, or access to a healthy diet, weight loss, or beneficial pharmacologic prevention.
-
2.
Changes (or lack of changes) in the rates of uncomplicated vs complicated gallstone disease, eg, changes affecting the pathologic composition and size of gallstones.
-
3.
Changes (or lack of changes) in the etiology of developing gallstone disease from changes in exposure to harmful pharmacologic or environmental agents.
-
4.
Changes (or lack of changes) in the rates of asymptomatic gallstone disease becoming symptomatic gallstone disease, eg, evolution of gallbladder sludge into precipitate, and then into gallstones, from changes in #1–3 above.
-
5.
Changes (or lack of changes) in the proportion of symptomatic disease that presents early enough for medical vs procedural or surgical intervention, eg, patient attitudes, beliefs, and skills affecting their response to the first symptoms of abdominal pain.
-
6.
Changes (or lack of changes) in the balance of elective and emergency endoscopic or surgery interventions, eg, particular communities conditioned or facilitated in their access to hospital rather than ambulatory care based on out-of-pocket costs or insurance.
-
7.
Changes (or lack of changes) in nonoperative, endoscopic, or surgical techniques and outcomes, eg, patient, primary care, and specialists’ decision-making toward surgery, or no surgery.
-
8.
Changes (or lack of changes) in the nonoperative, endoscopic, or surgical techniques and outcomes, eg, endoscopic, procedural, and surgical case fatality rates over time due to clinical training or facility and workforce capacity.
-
9.
Changes (or lack of changes) in the approaches to and outcomes among different demographic subgroups, eg, institutional bias or racism.
-
10.
Changes (or lack of changes) in the approaches to and outcomes among different demographic subgroups, eg, provider and organizational incentives related to utilization of health care services rather than preventive services.
-
11.
Changes (or lack of changes) in the approaches to and outcomes among different demographic subgroups, eg, lack of policy toward increasing health and preventive services rather than health care services.
We have also organized these factors into a research framework that addresses the complex and multifaceted nature of digestive health, adapted from the National Institute on Minority Health and Health Disparities (Figure 4).38, 39 Because some of these may have gotten better or worse, we need to understand what etiologic factors and combination of different trends were involved, ie, how the mixing of effects of one or more of the above changes mortality from dGD and led to an overall unchanging trend in the risk of death in the population.
Figure 4.
Framework to assess progress, gaps, and opportunities for improving mortality with diagnosed gallstone disease.11Adapted from the National Institute on Minority Health and Health Disparities, 2018.
There are several limitations of this study to consider. First, potentially biasing the measurement of counts of death with dGD in this study are the coding practices of persons completing death certificates in New Jersey, if those changed over that decade. We know of no reason to think this happened, however. Second, the validity of death certificate coding of principal versus contributing causes of death and its impact on trends data may have very different implications depending on the specific a priori hypotheses and data interpretation. For example, others have delineated ‘contributing’ from ‘underlying’ cause of death and differentiated death with and without cancer in trends analyses.11,40 Our use of principal and contributory cause of death positions together, established on the death record as the underlying cause or any of the 13 additional diseases leading to death in the contributory position, should not necessarily be regarded as a more or less accurate measure than using only the underlying cause of death, a disease that initiated the sequence of events leading to death, but as a measure that we used to capture the natural epidemiology of dGD. Third, we may have overestimated death with dGD by not excluding 23 of our 1580 deaths with a concomitant ICD-10 code of duodenal, gallbladder, pancreas, biliary tract, or liver cancer, but this small number is not likely to have changed overall trends. Finally, it is not clear, for example, if the increasing death rates from 2009 to 2018 in Latinos aged 65 or older are a false positive secondary to the greatest increase of the share of the population being Latino (17.3%–20.4%) or age 65 and older (increased 22.9%) (see Tables A1 and A2).41, 42, 43, 44, 45 Age, sex, and race/ethnicity were each controlled for in the analysis. Our positive findings, about Latinos, and negative findings about non-Latino race/ethnic groups, however, may result from multiple sub-analyses and requires additional investigation in other settings with a priori hypotheses given the important health and healthcare equity implications of each.
Conclusion
Death with dGD is avoidable, but based on these New Jersey data, we are not achieving this, despite many changes in clinical care and marked expansion in insurance access during this time window. These results need to be confirmed elsewhere. However, additional studies are needed to try to understand why we are not succeeding in avoiding death with dGD. This will provide a foundation of achieving zero preventable death with dGD in the United States.
Acknowledgments
Authors' Contributions
Gregory L. Peck: Study design, data analysis, data interpretation, writing, critical revision. Yen-Hong Kuo: Data analysis, data interpretation, critical revision. Edward Nonnenmacher: Data analysis, data interpretation. Vicente H. Gracias: Critical revision. Shawna V. Hudson: Data interpretation, critical revision. Jason A. Roy: Study design, data analysis, data interpretation, critical revision. Brian L. Strom: Study design, data interpretation, critical revision.
Footnotes
Conflicts of Interest: These authors disclose the following: Gregory L. Peck was first author in the intellectual content and writing of the manuscript to take public responsibility for it. He has reviewed the final manuscript, believes it represents valid work, and approves it for submission. He is currently supported by the NIH National Center for Advancing Translational Sciences’ (NCATS) Rutgers Clinical Translational Science KL2 Career Development Award (CTSA 5 KL2 TR 3018-4). He has no other disclosures or potential conflicts of interest. Email: peckgr@rwjms.rutgers.edu. The remaining authors disclose no conflicts.
Funding: Research reported in this publication was supported by the National Center for Advancing Translational Sciences (NCATS), a component of the National Institutes of Health (NIH) under award number KL2TR003018. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.
Ethical Statement: The corresponding author, on behalf of all authors, jointly and severally, certifies that their institution has approved the protocol for any investigation involving humans or animals and that all experimentation was conducted in conformity with ethical and humane principles of research.
Data Transparency Statement: These data are not publicly available.
Reporting Guidelines: STROBE.
Material associated with this article can be found in the online version at https://doi.org/10.1016/j.gastha.2023.03.023.
Supplementary materials
References
- 1.Shaffer E.A. Epidemiology and risk factors for gallstone disease: has the paradigm changed in the 21st century? Curr Gastroenterol Rep. 2005;7:132–140. doi: 10.1007/s11894-005-0051-8. [DOI] [PubMed] [Google Scholar]
- 2.Shaffer E.A. Gallstone disease: epidemiology of gallbladder stone disease. Best Pract Res Clin Gastroenterol. 2006;20:981–996. doi: 10.1016/j.bpg.2006.05.004. [DOI] [PubMed] [Google Scholar]
- 3.Sakorafas G.H., Milingos D., Peros G. Asymptomatic cholelithiasis: is cholecystectomy really needed? A critical reappraisal 15 years after the introduction of laparoscopic cholecystectomy. Dig Dis Sci. 2007;52:1313–1325. doi: 10.1007/s10620-006-9107-3. [DOI] [PubMed] [Google Scholar]
- 4.Wittenburg H. Hereditary liver disease: gallstones. Best Pract Res Clin Gastroenterol. 2010;24:747–756. doi: 10.1016/j.bpg.2010.07.004. [DOI] [PubMed] [Google Scholar]
- 5.Elsaid M.I., Bridges J.F.P., Li N., et al. Metabolic syndrome severity predicts mortality in nonalcoholic fatty liver disease. Gastro Hep Adv. 2022;1:445–456. [Google Scholar]
- 6.Bonfrate L., Wang D.Q., Garruti G., et al. Obesity and the risk and prognosis of gallstone disease and pancreatitis. Best Pract Res Clin Gastroenterol. 2014;28:623–635. doi: 10.1016/j.bpg.2014.07.013. [DOI] [PubMed] [Google Scholar]
- 7.Lim J., Wirth J., Wu K., et al. Obesity, adiposity, and risk of symptomatic gallstone disease according to genetic susceptibility. Clin Gastroenterol Hepatol. 2022;20:e1083–e1120. doi: 10.1016/j.cgh.2021.06.044. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Walter K. Acute cholecystitis. JAMA. 2022;327:1514. doi: 10.1001/jama.2022.2969. [DOI] [PubMed] [Google Scholar]
- 9.Portincasa P., Molina-Molina E., Garruti G., et al. Critical care aspects of gallstone disease. J Crit Care Med (Targu Mures) 2019;5:6–18. doi: 10.2478/jccm-2019-0003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.McDermott K.W., Roemer M. Agency for Healthcare Research and Quality (US); Rockville: 2021. Most frequent principal diagnoses for inpatient stays in U.S. hospitals, 2018: statistical brief #277. Healthcare cost and utilization project (HCUP) statistical briefs. [PubMed] [Google Scholar]
- 11.Peery A.F., Crockett S.D., Murphy C.C., et al. Burden and cost of gastrointestinal, liver, and pancreatic diseases in the United States: update 2021. Gastroenterology. 2022;162:621–644. doi: 10.1053/j.gastro.2021.10.017. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Wadhwa V., Jobanputra Y., Garg S.K., et al. Nationwide trends of hospital admissions for acute cholecystitis in the United States. Gastroenterol Rep (Oxf) 2017;5:36–42. doi: 10.1093/gastro/gow015. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Davies S.M., Geppert J., McClellan M., et al. Agency for Healthcare Research and Quality (US); Rockville: 2001. AHRQ technical reviews. Refinement of the HCUP quality indicators. [PubMed] [Google Scholar]
- 14.Johnson P.J., Ghildayal N., Ward A.C., et al. Disparities in potentially avoidable emergency department (ED) care: ED visits for ambulatory care sensitive conditions. Med Care. 2012;50:1020–1028. doi: 10.1097/MLR.0b013e318270bad4. [DOI] [PubMed] [Google Scholar]
- 15.Alli V.V., Yang J., Xu J., et al. Nineteen-year trends in incidence and indications for laparoscopic cholecystectomy: the NY state experience. Surg Endosc. 2017;31:1651–1658. doi: 10.1007/s00464-016-5154-9. [DOI] [PubMed] [Google Scholar]
- 16.Riall T.S., Adhikari D., Parmar A.D., et al. The risk paradox: use of elective cholecystectomy in older patients is independent of their risk of developing complications. J Am Coll Surg. 2015;220:682–690. doi: 10.1016/j.jamcollsurg.2014.12.012. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Asmar S., Bible L., Obaid O., et al. Frail geriatric patients with acute calculous cholecystitis: operative versus nonoperative management? J Trauma Acute Care Surg. 2021;91:219–225. doi: 10.1097/TA.0000000000003115. [DOI] [PubMed] [Google Scholar]
- 18.Chiu A.S., Jean R.A., Ross J.S., et al. The early impact of medicaid expansion on uninsured patients undergoing emergency general surgery. J Surg Res. 2018;232:217–226. doi: 10.1016/j.jss.2018.06.037. [DOI] [PubMed] [Google Scholar]
- 19.Peery A.F., Crockett S.D., Barritt A.S., et al. Burden of gastrointestinal, liver, and pancreatic diseases in the United States. Gastroenterology. 2015;149:1731–1741.e3. doi: 10.1053/j.gastro.2015.08.045. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Peery A.F., Crockett S.D., Murphy C.C., et al. Burden and cost of gastrointestinal, liver, and pancreatic diseases in the United States: update 2018. Gastroenterology. 2019;156:254–272.e11. doi: 10.1053/j.gastro.2018.08.063. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.United States Census Bureau Racial and ethnic diversity in the United States: 2010 census and 2020 census 2021. https://www.census.gov/library/visualizations/interactive/racial-and-ethnic-diversity-in-the-united-states-2010-and-2020-census.html Available from:
- 22.Centers for Disease Control and Prevention - National Center for Health Statistics National vital statistics system, restricted-use vital statistics data. 2022. https://www.cdc.gov/nchs/nvss/nvss-restricted-data.htm#anchor_1553801880 Available from:
- 23.United States Census Bureau QuickFacts, New Jersey; US. 2022. https://www.census.gov/quickfacts/fact/table/NJ,US/PST045219 Available from:
- 24.Marill K.A. Advanced statistics: linear regression, part I: simple linear regression. Acad Emerg Med. 2004;11:87–93. [PubMed] [Google Scholar]
- 25.Lin J.S., Hoffman L., Bean S.I., et al. Addressing racism in preventive services: methods report to support the US preventive services task force. JAMA. 2021;326:2412–2420. doi: 10.1001/jama.2021.17579. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Peck G.L., Hudson S.V., Roy J.A., et al. Use of a new prevention model in acute care surgery: a population approach to preventing emergency surgical morbidity and mortality. Ann Surg Open. 2022;3:e188. doi: 10.1097/AS9.0000000000000188. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Centers for Disease Control and Prevention National Center for Health Statistics Centers for Disease Control and Prevention, National Center for Health Statistics underlying cause of death 1999-2018 on CDC WONDER online database. 2020. http://wonder.cdc.gov/ucd-icd10.html Available from:
- 28.Festi D., Reggiani M.L., Attili A.F., et al. Natural history of gallstone disease: expectant management or active treatment? Results from a population-based cohort study. J Gastroenterol Hepatol. 2010;25:719–724. doi: 10.1111/j.1440-1746.2009.06146.x. [DOI] [PubMed] [Google Scholar]
- 29.Stinton L.M., Shaffer E.A. Epidemiology of gallbladder disease: cholelithiasis and cancer. Gut Liver. 2012;6:172–187. doi: 10.5009/gnl.2012.6.2.172. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Strom B.L., Schinnar R., Crown V., et al. Does gallbladder removal protect against subsequent myocardial infarction? Am J Epidemiol. 1986;124:420–427. doi: 10.1093/oxfordjournals.aje.a114412. [DOI] [PubMed] [Google Scholar]
- 31.Seo Y.J., Hadaya J., Sareh S., et al. National trends and outcomes in timing of ERCP in patients with cholangitis. Surgery. 2020;168:426–433. doi: 10.1016/j.surg.2020.04.047. [DOI] [PubMed] [Google Scholar]
- 32.Nama N., Hein A.M., Au S., et al. S85 same admission cholecystectomy for patients admitted with acute gallstone pancreatitis: testing a hospital-based quality metric. Am J Gastroenterol. 2021;116:S36. [Google Scholar]
- 33.Portincasa P., Di Ciaula A., Grattagliano I. Preventing a mass disease: the case of gallstones disease: role and competence for family physicians. Korean J Fam Med. 2016;37:205–213. doi: 10.4082/kjfm.2016.37.4.205. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.To K.B., Cherry-Bukowiec J.R., Englesbe M.J., et al. Emergent versus elective cholecystectomy: conversion rates and outcomes. Surg Infect (Larchmt) 2013;14:512–519. doi: 10.1089/sur.2012.160. [DOI] [PubMed] [Google Scholar]
- 35.Cruickshank M., Newlands R., Blazeby J., et al. Identification and categorisation of relevant outcomes for symptomatic uncomplicated gallstone disease: in-depth analysis to inform the development of a core outcome set. BMJ Open. 2021;11 doi: 10.1136/bmjopen-2020-045568. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Innes K., Hudson J., Banister K., et al. Core outcome set for symptomatic uncomplicated gallstone disease. Br J Surg. 2022;109:539–544. doi: 10.1093/bjs/znac095. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Di Ciaula A., Portincasa P. Recent advances in understanding and managing cholesterol gallstones. F1000Res. 2018;7 doi: 10.12688/f1000research.15505.1. F1000 Faculty Rev-1529. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Alvidrez J., Castille D., Laude-Sharp M., et al. The national institute on minority health and health disparities research framework. Am J Public Health. 2019;109(S1):S16–S20. doi: 10.2105/AJPH.2018.304883. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.National Institute on Minority Health and Health Disparities (2017). NIMHD Research Framework 2017 [cited 2023 January 17]. Available from: https://nimhd.nih.gov/researchFramework.
- 40.Goldacre M.J., Duncan M.E., Griffith M., et al. Trends in mortality from appendicitis and from gallstone disease in English populations, 1979-2006: study of multiple-cause coding of deaths. Postgrad Med J. 2011;87:245–250. doi: 10.1136/pgmj.2010.104471. [DOI] [PubMed] [Google Scholar]
- 41.United States Census Bureau Population Division Table 2 Intercensal estimates of the resident population by sex and age for New Jersey: April 1, 2000 to July 1, 2010 (ST-EST00INT-02-34) 2012. https://www.census.gov/data/tables/time-series/demo/popest/intercensal-2000-2010-state.html Available from:
- 42.United States Census Bureau Population Division Table 3 Intercensal estimates of the resident population by sex, race, and Hispanic origin for New Jersey: April 1, 2000 to July 1, 2010 (ST-EST2010-03-34) 2012. https://www.census.gov/data/tables/time-series/demo/popest/intercensal-2000-2010-state.html Available from:
- 43.United States Census Bureau Population Division Annual estimates of the resident population by sex, race, and Hispanic origin for New Jersey: April 1, 2010 to July 1, 2019 (SC-EST2019-SR11H-34) 2020. https://www.census.gov/data/datasets/time-series/demo/popest/2010s-state-detail.html Available from:
- 44.United States Census Bureau Population Division Annual estimates of the resident population for selected age groups by sex for New Jersey: April 1, 2010 to July 1, 2019 (SC-EST2019-AGESEX-34) 2020. https://www.census.gov/data/datasets/time-series/demo/popest/2010s-state-detail.html Available from:
- 45.USA Facts. Our chaning population: New Jersey. 2022. https://usafacts.org/data/topics/people-society/population-and-demographics/our-changing-population/state/new-jersey?endDate=2021-01-01&startDate=2009-01-01 Available from:
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.





