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In‐Lu Amy Liu

Kaiser Permanente

ORCID: 0000-0002-7760-7068

Publishes on Vitamin D Research Studies, Parathyroid Disorders and Treatments, Influenza Virus Research Studies. 55 papers and 3.2k citations.

55Publications
3.2kTotal Citations

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Recent Trends in the Identification of Incidental Pulmonary Nodules
Michael K. Gould, Tania Tang, In‐Lu Amy Liu et al.|American Journal of Respiratory and Critical Care Medicine|2015
Cited by 738

RATIONALE: Pulmonary nodules are common incidental findings, but information about their incidence in the era of computed tomography (CT) is lacking. OBJECTIVES: To examine recent trends in pulmonary nodule identification. METHODS: We used electronic health records and natural language processing to identify members of an integrated health system who had nodules measuring 4 to 30 mm. We calculated rates of chest CT imaging, nodule identification, and receipt of a new lung cancer diagnosis within 2 years of nodule identification, and standardized rates by age and sex to estimate the frequency of nodule identification in the U.S. population in 2010. MEASUREMENTS AND MAIN RESULTS: Between 2006 and 2012, more than 200,000 adult members underwent 415,581 chest CT examinations. The annual frequency of chest CT imaging increased from 1.3 to 1.9% for all adult members, whereas the frequency of nodule identification increased from 24 to 31% for all scans performed. The annual rate of chest CT increased from 15.4 to 20.7 per 1,000 person-years, and the rate of nodule identification increased from 3.9 to 6.6 per 1,000 person-years, whereas the rate of a new lung cancer diagnosis remained stable. By extrapolation, more than 4.8 million Americans underwent at least one chest CT scan and 1.57 million had a nodule identified, including 63,000 who received a new lung cancer diagnosis within 2 years. CONCLUSIONS: Incidental pulmonary nodules are an increasingly common consequence of routine medical care, with an incidence that is much greater than recognized previously. More frequent nodule identification has not been accompanied by increases in the diagnosis of cancerous nodules.

Incidence and Prevalence of Primary Hyperparathyroidism in a Racially Mixed Population
Michael W. Yeh, Philip H. G. Ituarte, Hui Zhou et al.|The Journal of Clinical Endocrinology & Metabolism|2013
Cited by 729Open Access

CONTEXT: The epidemiology of primary hyperparathyroidism (PHPT) has generally been studied in Caucasian populations. OBJECTIVE: The aim was to examine the incidence and prevalence of PHPT within a racially mixed population. DESIGN: A descriptive epidemiologic study was performed. PATIENTS/SETTING: The study population included 3.5 million enrollees within Kaiser Permanente Southern California. METHODS: All patients with at least one elevated serum calcium level (>10.5 mg/dL, 2.6 mmol/L) between 1995 and 2010 were included. Cases of PHPT were identified by electronic query of laboratory values using biochemical criteria, after exclusion of secondary or renal and tertiary hyperparathyroidism cases. The incidence and prevalence rates of PHPT were calculated according to sex, race, age group by decade, and year. RESULTS: Initial case finding identified 15,234 patients with chronic hypercalcemia, 13,327 (87%) of which had PHPT as defined by elevated or inappropriately normal parathyroid hormone levels. The incidence of PHPT fluctuated from 34 to 120 per 100,000 person-years (mean 66) among women, and from 13 to 36 (mean 25) among men. With advancing age, incidence increased and sex differences became pronounced (incidence 12-24 per 100,000 for both sexes younger than 50 y; 80 and 36 per 100,000 for women and men aged 50-59 y, respectively; and 196 and 95 for women and men aged 70-79 y, respectively). The incidence of PHPT was highest among blacks (92 women; 46 men, P < .0001), followed by whites (81 women; 29 men), with rates for Asians (52 women, 28 men), Hispanics (49 women, 17 men), and other races (25 women, 6 men) being lower than that for whites (P < .0001). The prevalence of PHPT tripled during the study period, increasing from 76 to 233 per 100,000 women and from 30 to 85 per 100 000 men. Racial differences in prevalence mirrored those found in incidence. CONCLUSIONS: PHPT is the predominant cause of hypercalcemia and is increasingly prevalent. Substantial differences are found in the incidence and prevalence of PHPT between races.

Prevalence of Nondiabetic Renal Disease in Diabetic Patients
Tam Pham, John J. Sim, Dean A. Kujubu et al.|American Journal of Nephrology|2007
Cited by 181

BACKGROUND: Diabetic nephropathy is the leading cause of end-stage renal disease in the USA, yet most patients with type 2 diabetes mellitus are not formally evaluated with a renal biopsy. Our aim was to evaluate the prevalence of nondiabetic renal disease (NDRD) in patients with type 2 diabetes mellitus to determine common clinical indicators suggestive of NDRD. METHODS: A retrospective analysis was performed on biopsy reports of patients who had undergone native renal biopsy between January 1, 1995, and December 31, 2005. RESULTS: After exclusion of 57 patients, 233 patients with DM2 were included in our analysis. Mean age at the time of biopsy was 58.1 +/- 13.7 years, and 53.0% of the study population were male. There were 124 cases (53.2%) with a pathologic diagnosis of NDRD, 64 (27.5%) with pure diabetic glomerulosclerosis (DGS) and 45 (19.3%) with concurrent NDRD and DGS (CD). Patients with NDRD tended to be younger than those with DGS and had significantly less associated diabetic retinopathy. Focal segmental glomerulosclerosis was the most common lesion found in patients with NDRD and accounted for 21.0% of all NDRD, followed by minimal-change disease (15.3%). IgA nephropathy (15.6%) and membranous glomerulonephritis (13.3%) were the most prevalent lesions found in patients with CD. CONCLUSIONS: The high prevalence of NDRD found in our population underscores the need for clinicians to consider renal biopsy in diabetic patients with an atypical clinical course, since additional disease-specific therapies may be helpful for this subset of the population.

Pelvic Floor Disorders, Diabetes, and Obesity in Women
Cited by 141Open Access

OBJECTIVE: We examined associations between obesity and diabetes and female pelvic floor disorders (PFDs), stress urinary incontinence (SUI), overactive bladder (OAB), and anal incontinence (AI) in community-dwelling women. RESEARCH DESIGN AND METHODS: Women were screened for PFD using a validated mailed survey. Diabetes status, glycemic control, and diabetes treatment were extracted from clinical databases, while other risk factors for PFDs were obtained through self-report. Women were categorized hierarchically as nonobese/nondiabetic (reference), nonobese/diabetic, obese/nondiabetic, and obese/diabetic. RESULTS: Of 3,962 women, 393 (10%) had diabetes. In unadjusted analyses, women with diabetes and women who were obese had greater odds of having PFDs. Among women with diabetes, being obese was associated with SUI and OAB. After adjusting for confounders, we found that obese/diabetic women were at the highest likelihood of having SUI (odds ratio 3.67 [95% CI 2.48-5.43]) and AI (2.09 [1.48-2.97]). The odds of having OAB among obese women was the same for obese/diabetic women (2.97 [2.08-4.36]) and obese/nondiabetic women (2.93 [2.33-3.68]). Nonobese/diabetic women had higher odds of SUI (1.90 [1.15-3.11]) but did not differ significantly in their OAB (1.45 [0.88-2.38]) and AI (1.33 [0.89-2.00]) prevalence from nonobese/nondiabetic women. CONCLUSIONS: Given the impaired quality of life experienced by women with PFDs, health care providers should counsel women that obesity and diabetes may be independent modifiable risk factors for PFDs.

The Relationship of Parathyroidectomy and Bisphosphonates With Fracture Risk in Primary Hyperparathyroidism
Michael W. Yeh, Hui Zhou, Annette L. Adams et al.|Annals of Internal Medicine|2016
Cited by 117

BACKGROUND: The comparative effectiveness of surgical and medical treatments on fracture risk in primary hyperparathyroidism (PHPT) is unknown. OBJECTIVE: To measure the relationship of parathyroidectomy and bisphosphonates with skeletal outcomes in patients with PHPT. DESIGN: Retrospective cohort study. SETTING: An integrated health care delivery system. PARTICIPANTS: All enrollees with biochemically confirmed PHPT from 1995 to 2010. MEASUREMENTS: Bone mineral density (BMD) changes and fracture rate. RESULTS: In 2013 patients with serial bone density examinations, total hip BMD increased transiently in women with parathyroidectomy (4.2% at <2 years) and bisphosphonates (3.6% at <2 years) and declined progressively in both women and men without these treatments (-6.6% and -7.6%, respectively, at >8 years). In 6272 patients followed for fracture, the absolute risk for hip fracture at 10 years was 20.4 events per 1000 patients who had parathyroidectomy and 85.5 events per 1000 patients treated with bisphosphonates compared with 55.9 events per 1000 patients without these treatments. The risk for any fracture at 10 years was 156.8 events per 1000 patients who had parathyroidectomy and 302.5 events per 1000 patients treated with bisphosphonates compared with 206.1 events per 1000 patients without these treatments. In analyses stratified by baseline BMD status, parathyroidectomy was associated with reduced fracture risk in both osteopenic and osteoporotic patients, whereas bisphosphonates were associated with increased fracture risk in these patients. Parathyroidectomy was associated with fracture risk reduction in patients regardless of whether they satisfied criteria from consensus guidelines for surgery. LIMITATION: Retrospective study design and nonrandom treatment assignment. CONCLUSION: Parathyroidectomy was associated with reduced fracture risk, and bisphosphonate treatment was not superior to observation. PRIMARY FUNDING SOURCE: National Institute on Aging.