Citations

Mayo Clinic

Clear

303 citation(s) found for "Joshi, N".

Characteristics of long-surviving patients with multiple myeloma: Over 12 years of follow-up in the Connect MM Registry.
Terebelo, Howard R. , Omel, James, Rifkin, Robert M. , Durie, Brian G.M. , Narang, Mohit , Toomey, Kathleen, Gasparetto, Cristina, Yu, Edward, Flick, E. Dawn, Chung, Weiyuan, Abonour, Rafat , Jagannath, Sundar, Wagner, Lynne I. , Hardin, James W. , Ailawadhi, Sikander , Gasparetto, Cristina , Joshi, Prashant Ramesh, Lee, Hans C. , Jagannath, Sundar

Journal of Clinical Oncology | June 6, 2022 | Volume: 40 | Issue: 16_suppl | Pages: 8027-8027

10.1200/jco.2022.40.16_suppl.8027 Get It

8027 Background: The Connect MM Registry is a large, US, multicenter, prospective observational cohort study of pts with newly diagnosed multiple myeloma (NDMM) and one of the largest, longest running MM registries. Long-term survivors (LTS), defined as patients (pts) who have ≥ 8 years of follow-up, comprise a large portion of the Connect MM Registry. The purpose of this analysis was to assess LTS demographic and clinical characteristics. Methods: Adult pts with NDMM (N = 3011) were enrolled from 250 community, academic, and government sites: Cohort 1 from 2009 – 2011 and Cohort 2 from 2012 – 2016. As 99% of LTS were enrolled in Cohort 1, only pts from Cohort 1 were included in this analysis. Pt data were unevaluable if there were missing treatments, disease assessments, or large gaps in activity during follow-up (n = 28). Baseline characteristics, treatment patterns, and quality of life (QoL) form completion rates were examined. Results: At data cutoff (5/17/21), of the 1493 pts in Cohort 1 with evaluable data, 279 were LTS and 1186 were non-LTS. LTS were generally younger and had better performance status at enrollment (Table). Most (66%) LTS received stem cell transplants and few experienced progression within the first 6 months (3%). Top first-line (1L) regimen for LTS was lenalidomide/bortezomib/dexamethasone (31%) vs bortezomib/dexamethasone (22%) in non-LTS. At data cutoff, 73% of LTS were still on treatment at their most recent visit. LTS underwent disease assessments more frequently (2.0 vs 1.3 per year) and had a higher QoL completion rate by year 5 (58% vs 46%). This analysis showed an estimated 8-year survival of 36% vs an observed 8-year survival of 39% from the SEER database. Additional analyses are ongoing. Conclusions: LTS were younger and healthier than non-LTS. Most LTS received triplets at induction, stem cell transplants in 1L, and were less likely to relapse within the first 6 months of treatment than non-LTS. These findings are consistent with what has been observed in MM clinical trials. Further, this analysis demonstrates the value of longitudinal data in the CONNECT MM Registry and provides insights on long surviving pts with MM. Clinical trial information: NCT01081028. [Table: see text]
Recent Advances in Prostate Cancer (PCa) Diagnostics
Abdelrazek, Ahmad , Mahmoud, Ahmed , Joshi, Vidhu B. , Habeeb, Mohamed Bakry, Ahmed, Mohamed E. , Ghoniem, Khaled, Delgado, Arleen, Khater, Nazih , Kwon, Eugene D., Kendi, A. Tuba , Kendi, A Tuba , Joshi, Vidhu B , Mahmoud, Ahmed M , Ahmed, Mohamed

Uro | June 1, 2022 | Volume: 2 | Issue: 2 | Pages: 109-121

10.3390/uro2020014 Get It

Prostate cancer (PCa), which is among the most prevalent types of cancer in men, is a prominent topic in imaging research. The primary aim of PCa imaging is to acquire more accurate characterizations of the disease. More precise imaging of the local stage progression, early discovery of metastatic cancers, reliable diagnosis of oligometastatic cancer, and optimum treatment response evaluation are areas in which contemporary imaging is quickly improving and developing. Imaging techniques, such as magnetic resonance imaging (MRI) for the whole body and molecular imaging with combined positron emission tomography (PET), computed tomography (CT), and MRI, enable imaging to support and enhance treatment lines in patients with local and advanced PCa. With the availability of multiple imaging modalities for the management of PCa, we aim in this review to offer a multidisciplinary viewpoint on the appropriate function of contemporary imaging in the identification of PCa.
Calibration and standardization of extracellular vesicle measurements by flow cytometry for translational prostate cancer research
Arafa, Ali , Thapa, Ishwor , Britton, Cameron J. , Kosti, Jorgena, Song, Siyang , Joshi, Vidhu B. , Erickson, Ree M., J Britton, Cameron, Joshi, Vidhu B , M Erickson, Ree, Lucien, Fabrice , Kim, Yohan , van der Pol, Edwin , Ali, Hesham , Lucien, Fabrice

Nanoscale | May 31, 2022 | Volume: 14 | Issue: 27 | Pages: 9781-9795

10.1039/d2nr01160c | PMID 35770741 Get It

Higher levels of tumor-derived extracellular vesicles are detected in metastatic prostate cancer compared to localized prostate cancer by standardized and calibrated flow cytometry.
Genome-Wide Interaction Analysis of Genetic Variants With Menopausal Hormone Therapy for Colorectal Cancer Risk
Tian, Yu , Kim, Andre E. , Harrison, Tabitha A. , Carreras‐Torres, Robert , Díez‐Obrero, Virginia , Drew, David A. , Huyghe, Jeroen R. , Jordahl, Kristina M. , Obón‐Santacana, Mireia , Ose, Jennifer , Duijnhoven, Fränzel J.B. van , Baurley, James W. , Berndt, Sonja I. , Bishop, D. Timothy , Brenner, Hermann , Figueiredo, Jane C. , Gallinger, Steven , Gruber, Stephen B. , Harlid, Sophia , Hoffmeister, Michael , Joshi, Amit D. , Li, Li , Nan, Hongmei , Nassir, Rami , Prentice, Ross L. , Rennert, Gad , Slattery, Martha L. , Thibodeau, Stephen N. , Guelpen, Bethany Van , Visvanathan, Kala , White, Emily , Woods, Michael O. , Wu, Anna H. , Casey, Graham , Kundaje, Anshul , Pardamean, Bens , Thomas, Duncan C. , Tsilidis, Konstantinos K. , Peters, Ulrike , Gauderman, W. James, Chang‐Claude, Jenny , Carreras-Torres, Robert , Drew, David A , Huyghe, Jeroen R , Jordahl, Kristina M , Murphy, Neil , Ulrich, Cornelia M , Ose, Jennifer , Peoples, Anita R , Ruiz-Narvaez, Edward , van Duijnhoven, Fränzel J B , Arndt, Volker , Bishop, D Timothy , Brenner, Hermann , Buchanan, Daniel D , Figueiredo, Jane C , Gruber, Stephen B , Harlid, Sophia , Hoffmeister, Michael , Jenkins, Mark A , Larsson, Susanna C , Marchand, Loïc Le , Li, Li , Giles, Graham G , Milne, Roger L , Nassir, Rami , Ogino, Shuji , Budiarto, Arif , Platz, Elizabeth A. , Potter, John D , Sakoda, Lori C , Schoen, Robert E , Slattery, Martha L , Van Guelpen, Bethany , Visvanathan, Kala , Wolk, Alicja , Wu, Anna H. , Kundaje, Anshul , Moreno, Victor , Pardamean, Bens , Thomas, Duncan C , Tsilidis, Konstantinos K , Chang-Claude, Jenny , Rennert, Gad , Harrison, Tabitha A , Tian, Yu , Nan, Hongmei , Obón-Santacana, Mireia , Diez-Obrero, Virginia , Bien, Stephanie A. , Lin, Yi , Qu, Conghui , Dimou, Niki , Hidaka, Akihisa , Morrison, John L. , Murphy, Neil , Ulrich, Cornelia M. , Shcherbina, Anna , Stern, Mariana Carla , Su, Yu-Ru , Arndt, Volker , Buchanan, Daniel D. , Chan, Andrew T. , Jenkins, Mark A. , Keku, Temitope O , Larsson, Susanna C. , Marchand, Loı̈c Le , Giles, Graham G. , Milne, Roger L. , Potter, John D. , Sakoda, Lori C. , Schoen, Robert E. , Wolk, Alicja , Campbell, Peter T. , Conti, David V. , Gunter, Marc J. , Lewinger, Juan Pablo , Moreno, Vı́ctor , Newcomb, Polly A. , Hsu, Li

JNCI: Journal of the National Cancer Institute | April 30, 2022 | Volume: 114 | Issue: 8 | Pages: 1135-1148

10.1093/jnci/djac094 | PMID 35512400 Get It

Abstract Background The use of menopausal hormone therapy (MHT) may interact with genetic variants to influence colorectal cancer (CRC) risk. Methods We conducted a genome-wide, gene-environment interaction between single nucleotide polymorphisms and the use of any MHT, estrogen only, and combined estrogen-progestogen therapy with CRC risk, among 28 486 postmenopausal women (11 519 CRC patients and 16 967 participants without CRC) from 38 studies, using logistic regression, 2-step method, and 2– or 3–degree-of-freedom joint test. A set-based score test was applied for rare genetic variants. Results The use of any MHT, estrogen only and estrogen-progestogen were associated with a reduced CRC risk (odds ratio [OR] = 0.71, 95% confidence interval [CI] = 0.64 to 0.78; OR = 0.65, 95% CI = 0.53 to 0.79; and OR = 0.73, 95% CI = 0.59 to 0.90, respectively). The 2-step method identified a statistically significant interaction between a GRIN2B variant rs117868593 and MHT use, whereby MHT-associated CRC risk was statistically significantly reduced in women with the GG genotype (OR = 0.68, 95% CI = 0.64 to 0.72) but not within strata of GC or CC genotypes. A statistically significant interaction between a DCBLD1 intronic variant at 6q22.1 (rs10782186) and MHT use was identified by the 2–degree-of-freedom joint test. The MHT-associated CRC risk was reduced with increasing number of rs10782186-C alleles, showing odds ratios of 0.78 (95% CI = 0.70 to 0.87) for TT, 0.68 (95% CI = 0.63 to 0.73) for TC, and 0.66 (95% CI = 0.60 to 0.74) for CC genotypes. In addition, 5 genes in rare variant analysis showed suggestive interactions with MHT (2-sided P < 1.2 × 10−4). Conclusion Genetic variants that modify the association between MHT and CRC risk were identified, offering new insights into pathways of CRC carcinogenesis and potential mechanisms involved.
LEtS set the tone
Joshi, Vikram , Beyder, Arthur , Beyder, Arthur , Joshi, Vikram

The Journal of Physiology | April 21, 2022 | Volume: 600 | Issue: 11 | Pages: 2541-2542

10.1113/jp283011 | PMID 35445403 Get It

Beyond GWAS of Colorectal Cancer: Evidence of Interaction with Alcohol Consumption and Putative Causal Variant for the 10q24.2 Region
Jordahl, Kristina M. , Shcherbina, Anna , Kim, Andre E. , Arndt, Volker , Baurley, James W. , Berndt, Sonja I. , Bishop, D. Timothy , Bouras, Emmanouil , Brenner, Hermann , Carreras‐Torres, Robert , Casey, Graham , Conti, David V. , Díez‐Obrero, Virginia , Dimou, Niki , Drew, David A. , Figueiredo, Jane C. , Gallinger, Steven , Gruber, Stephen B. , Gsur, Andrea , Harlid, Sophia , Harrison, Tabitha A. , Hoffmeister, Michael , Huyghe, Jeroen R. , Joshi, Amit D. , Li, Li , Nan, Hongmei , Nassir, Rami , Obón‐Santacana, Mireia , Ose, Jennifer , Pai, Rish K. , Papadimitriou, Nikos , Pardamean, Bens , Prentice, Ross L. , Rennert, Gad , Scacheri, Peter C. , Schmit, Stephanie L. , Slattery, Martha L. , Thibodeau, Stephen N. , Thomas, Duncan C. , Tian, Yu , Tsilidis, Konstantinos K. , Duijnhoven, Fränzel J.B. van , Guelpen, Bethany Van , Visvanathan, Kala , Vodička, Pavel , White, Emily , Woods, Michael O. , Wu, Anna H. , Zemlianskaia, Natalia , Chang‐Claude, Jenny , Gauderman, W. James , Kundaje, Anshul , Peters, Ulrike , Arndt, Volker , Bien, Stephanie A , Bishop, D Timothy , Brenner, Hermann , Buchanan, Daniel D , Campbell, Peter T , Carreras-Torres, Robert , Chan, Andrew T , Dampier, Christopher H , Dimou, Niki , Drew, David A , Figueiredo, Jane C , Giles, Graham G , Gruber, Stephen B , Gsur, Andrea , Gunter, Marc J , Hampel, Heather , Harlid, Sophia , Harrison, Tabitha A , Hidaka, Akihisa , Hoffmeister, Michael , Huyghe, Jeroen R , Larsson, Susanna C , Mahesworo, Bharuno , Moreno, Victor , Morrison, John L , Nassir, Rami , Ogino, Shuji , Ose, Jennifer , Pai, R K , Palmer, Julie R , Peoples, Anita R , Pharoah, Paul D P , Platz, Elizabeth A. , Potter, John D , Rennert, Gad , Ruiz-Narvaez, Edward , Sakoda, Lori C , Schmit, Stephanie L , Schoen, Robert E , Slattery, Martha L , Stern, Mariana Carla , Thomas, Duncan C , Tian, Yu , Tsilidis, Konstantinos K , Ulrich, Cornelia M , van Duijnhoven, Fränzel J B , Van Guelpen, Bethany , Visvanathan, Kala , Wolk, Alicja , Woods, Michael O , Chang-Claude, Jenny , Gauderman, W James , Hsu, Li , Kundaje, Anshul , Peters, Ulrike , Pardamean, Bens , Bouras, Emmanouil , Conti, David V , Nan, Hongmei , Obón-Santacana, Mireia , Papadimitriou, Nikos , Shcherbina, Anna , Vodicka, Pavel , Diez-Obrero, Virginia , Su, Yu-Ru , Lin, Yi , Wang, Jun , Qu, Conghui , Albanes, Demetrius , Bien, Stephanie A. , Buchanan, Daniel D. , Budiarto, Arif , Campbell, Peter T. , Cenggoro, Tjeng Wawan , Chan, Andrew T. , Dampier, Christopher H. , Devall, Matthew A M , Giles, Graham G. , Gunter, Marc J. , Hampel, Heather , Hidaka, Akihisa , Jenkins, Mark A. , Keku, Temitope O , Larsson, Susanna C. , Marchand, Loı̈c Le , Lewinger, Juan Pablo , Moreno, Vı́ctor , Morrison, John L. , Murphy, Neil , Newcomb, Polly A. , Palmer, Julie R. , Pharoah, Paul D.P. , Potter, John D. , Sakoda, Lori C. , Schoen, Robert E. , Tangen, Catherine M. , Ulrich, Cornelia M. , Wolk, Alicja

Cancer Epidemiology, Biomarkers & Prevention | April 19, 2022 | Volume: 31 | Issue: 5 | Pages: 1077-1089

10.1158/1055-9965.epi-21-1003 | PMID 35438744 Get It

Abstract Background: Currently known associations between common genetic variants and colorectal cancer explain less than half of its heritability of 25%. As alcohol consumption has a J-shape association with colorectal cancer risk, nondrinking and heavy drinking are both risk factors for colorectal cancer. Methods: Individual-level data was pooled from the Colon Cancer Family Registry, Colorectal Transdisciplinary Study, and Genetics and Epidemiology of Colorectal Cancer Consortium to compare nondrinkers (≤1 g/day) and heavy drinkers (>28 g/day) with light-to-moderate drinkers (1–28 g/day) in GxE analyses. To improve power, we implemented joint 2df and 3df tests and a novel two-step method that modifies the weighted hypothesis testing framework. We prioritized putative causal variants by predicting allelic effects using support vector machine models. Results: For nondrinking as compared with light-to-moderate drinking, the hybrid two-step approach identified 13 significant SNPs with pairwise r2 > 0.9 in the 10q24.2/COX15 region. When stratified by alcohol intake, the A allele of lead SNP rs2300985 has a dose–response increase in risk of colorectal cancer as compared with the G allele in light-to-moderate drinkers [OR for GA genotype = 1.11; 95% confidence interval (CI), 1.06–1.17; OR for AA genotype = 1.22; 95% CI, 1.14–1.31], but not in nondrinkers or heavy drinkers. Among the correlated candidate SNPs in the 10q24.2/COX15 region, rs1318920 was predicted to disrupt an HNF4 transcription factor binding motif. Conclusions: Our study suggests that the association with colorectal cancer in 10q24.2/COX15 observed in genome-wide association study is strongest in nondrinkers. We also identified rs1318920 as the putative causal regulatory variant for the region. Impact: The study identifies multifaceted evidence of a possible functional effect for rs1318920.
Understanding Drug Sensitivity and Tackling Resistance in Cancer
Tyner, Jeffrey W. , Haderk, Franziska, Kumaraswamy, Anbarasu , Baughn, Linda B., Ness, Brian Van, Liu, Song, Marathe, Himangi, Alumkal, Joshi J. , Bivona, Trever G., Chan, Keith Syson, Nelson, Peter S. , Druker, Brian J , Hutson, Alan D , Nelson, Peter S , Sawyers, Charles L. , Willey, Christopher D , Tyner, Jeffrey W. , Haderk, Franziska, Kumaraswamy, Anbarasu , Baughn, Linda B., Ness, Brian Van, Liu, Song, Marathe, Himangi, Alumkal, Joshi J , Bivona, Trever G., Chan, Keith Syson

Cancer Research | April 15, 2022 | Volume: 82 | Issue: 8 | Pages: 1448-1460

10.1158/0008-5472.can-21-3695 | PMID 35195258 Get It

Abstract Decades of research into the molecular mechanisms of cancer and the development of novel therapeutics have yielded a number of remarkable successes. However, our ability to broadly assign effective, rationally targeted therapies in a personalized manner remains elusive for many patients, and drug resistance persists as a major problem. This is in part due to the well-documented heterogeneity of cancer, including the diversity of tumor cell lineages and cell states, the spectrum of somatic mutations, the complexity of microenvironments, and immune-suppressive features and immune repertoires, which collectively require numerous different therapeutic approaches. Here, we describe a framework to understand the types and biological causes of resistance, providing translational opportunities to tackle drug resistance by rational therapeutic strategies.
Anesthesia Patient Safety: Next Steps to Improve Worldwide Perioperative Safety by 2030
Warner, Mark A., Arnal, Daniel, Cole, Daniel J., Hammoud, Rola, Haylock-Loor, Carolina, Ibarra, Pedro, Joshi, Muralidhar, Khan, Fauzia A., Lebedinskii, Konstantin M., Mellin-Olsen, Jannicke, Miyasaka, Katsuyuki, Morriss, Wayne W., Onajin-Obembe, Bisola, Toukoune, Robinson, Yazbeck, Patricia, Warner, Mark A., Arnal, Daniel, Cole, Daniel J., Hammoud, Rola, Haylock-Loor, Carolina, Ibarra, Pedro F. , Joshi, Muralidhar, Khan, Fauzia A., Лебединский, К. М. , Mellin-Olsen, Jannicke, Miyasaka, Katsuyuki, Morriss, Wayne W., Onajin-Obembe, Bisola, Toukoune, Robinson, Yazbeck, Patricia

Anesthesia & Analgesia | April 7, 2022 | Volume: 135 | Issue: 1 | Pages: 6-19

10.1213/ane.0000000000006028 | PMID 35389378 Get It

Patient safety is a core principle of anesthesia care worldwide. The specialty of anesthesiology has been a leader in medicine for the past half century in pursuing patient safety research and implementing standards of care and systematic improvements in processes of care. Together, these efforts have dramatically reduced patient harm associated with anesthesia. However, improved anesthesia patient safety has not been uniformly obtained worldwide. There are unique differences in patient safety outcomes between countries and regions in the world. These differences are often related to factors such as availability, support, and use of health care resources, trained personnel, patient safety outcome data collection efforts, standards of care, and cultures of safety and teamwork in health care facilities. This article provides insights from national anesthesia society leaders from 13 countries around the world. The countries they represent are diverse geographically and in health care resources. The authors share their countries’ current and future initiatives in anesthesia patient safety. Ten major patient safety issues are common to these countries, with several of these focused on the importance of extending initiatives into the full perioperative as well as intraoperative environments. These issues may be used by anesthesia leaders around the globe to direct collaborative efforts to improve the safety of patients undergoing surgery and anesthesia in the coming decade.
A Glycemia Risk Index (GRI) of Hypoglycemia and Hyperglycemia for Continuous Glucose Monitoring Validated by Clinician Ratings
Klonoff, David C. , Wang, Jing , Rodbard, David , Kohn, Michael A. , Li, Chengdong , Liepmann, Dorian , Kerr, David , Ahn, David , Peters, Anne L. , Umpierrez, Guillermo E. , Xu, Nicole Y. , Nguyen, Kevin T. , Simonson, Gregg D. , Agus, Michael S. D. , Armaiz-Peña, Gustavo , Basu, Ananda , Battelino, Tadej , Yeshiwas, Sewagegn , Bequette, B. Wayne , Blevins, Thomas , Breton, Marc D. , Castle, Jessica R. , Close, Kelly L. , Drincic, Angela, Dungan, Kathleen , Ejskjær, Niels , Espinoza, Juan , Fleming, G. Alexander , Forlenza, Gregory P. , Freckmann, Guido , Galindo, Rodolfo J. , Gómez, Ana María , Gutow, Hanna A. , Hovorka, Roman , Ji, Linong , Joubert, Michaël , Koliwad, Suneil K. , Lal, Rayhan , Lansang, M. Cecilia , Lee, Wei-An , Leelarathna, Lalantha , Lind, Marcus , Mahoney, Katherine , Mankovsky, Boris , Masharani, Umesh , Mathioudakis, Nestoras , Mayorov, Alexander Yur'evich , Messler, Jordan , Mohan, Viswanathan , Nichols, James H. , O’Neal, David N. , Pasquel, Francisco J. , Philis‐Tsimikas, Athena , Phillip, Moshe , Rayman, Gerry , Russell, Steven J. , Spanakis, Elias K. , Waki, Kayo , Wallia, Amisha , Weinberg, Melissa E. , Wolpert, Howard , Zilbermint, Mihail , Kovatchev, Boris , Seley, Jane Jeffrie , Xu, Nicole Y , Nguyen, Kevin T , Simonson, Gregg , Agus, Michael S D , Al-Sofiani, Mohammed E , Armaiz-Pena, Gustavo , Bailey, Timothy S , Basu, Ananda , Battelino, Tadej , Bekele, Sewagegn Yeshiwas , Benhamou, Pierre-Yves , Bequette, B Wayne , Blevins, Thomas , Breton, Marc D , Castle, Jessica R , Chase, James Geoffrey , Chen, Kong , Choudhary, Pratik , Clements, Mark A , Close, Kelly L , Cook, Curtiss B , Doyle, Francis J , Drincic, Angela , Dungan, Kathleen M , Edelman, Steven V , Ejskjaer, Niels , Espinoza, Juan , Fleming, G Alexander , Forlenza, Gregory P , Freckmann, Guido , Galindo, Rodolfo J , Gomez, Ana Maria , Gutow, Hanna A , Heinemann, Lutz , Hirsch, Irl B , Hoang, Thanh D , Hovorka, Roman , Jendle, Johan H , Ji, Linong , Joshi, Shashank R , Joubert, Michael , Koliwad, Suneil K , Lal, Rayhan A , Lansang, M Cecilia , Lee, Wei-An Andy , Leelarathna, Lalantha , Leiter, Lawrence A , Lind, Marcus , Litchman, Michelle L , Mader, Julia K , Mahoney, Katherine M , Mankovsky, Boris , Masharani, Umesh , Mathioudakis, Nestoras N , Mayorov, Alexander , Messler, Jordan , Miller, Joshua D , Mohan, Viswanathan , Nichols, James H , Nørgaard, Kirsten , O'Neal, David N , Pasquel, Francisco J , Philis-Tsimikas, Athena , Pieber, Thomas , Phillip, Moshe , Polonsky, William H , Pop-Busui, Rodica , Rayman, Gerry , Rhee, Eun-Jung , Russell, Steven J , Shah, Viral N , Sherr, Jennifer L , Sode, Koji , Spanakis, Elias K , Wake, Deborah J , Waki, Kayo , Wallia, Amisha , Weinberg, Melissa E , Wolpert, Howard , Wright, Eugene E , Zilbermint, Mihail , Kovatchev, Boris , Kohn, Michael , Umpierrez, Guillermo E. , Peters, Anne L , Ahn, David T , Liepmann, Dorian , Bailey, Timothy S. , Chen, Kong Y. , Choudhary, Pratik , Cook, Curtiss B. , Danne, Thomas , Doyle, Francis J. , Heinemann, Lutz , Hirsch, Irl B. , Leiter, Lawrence A. , Mader, Julia K. , Pop‐Busui, Rodica , Shah, Viral N. , Sode, Koji , Wright, Eugene E.

Journal of Diabetes Science and Technology | March 29, 2022 | Volume: 17 | Issue: 5 | Pages: 1226-1242

10.1177/19322968221085273 | PMID 35348391 Get It

Background: A composite metric for the quality of glycemia from continuous glucose monitor (CGM) tracings could be useful for assisting with basic clinical interpretation of CGM data. Methods: We assembled a data set of 14-day CGM tracings from 225 insulin-treated adults with diabetes. Using a balanced incomplete block design, 330 clinicians who were highly experienced with CGM analysis and interpretation ranked the CGM tracings from best to worst quality of glycemia. We used principal component analysis and multiple regressions to develop a model to predict the clinician ranking based on seven standard metrics in an Ambulatory Glucose Profile: very low–glucose and low-glucose hypoglycemia; very high–glucose and high-glucose hyperglycemia; time in range; mean glucose; and coefficient of variation. Results: The analysis showed that clinician rankings depend on two components, one related to hypoglycemia that gives more weight to very low-glucose than to low-glucose and the other related to hyperglycemia that likewise gives greater weight to very high-glucose than to high-glucose. These two components should be calculated and displayed separately, but they can also be combined into a single Glycemia Risk Index (GRI) that corresponds closely to the clinician rankings of the overall quality of glycemia (r = 0.95). The GRI can be displayed graphically on a GRI Grid with the hypoglycemia component on the horizontal axis and the hyperglycemia component on the vertical axis. Diagonal lines divide the graph into five zones (quintiles) corresponding to the best (0th to 20th percentile) to worst (81st to 100th percentile) overall quality of glycemia. The GRI Grid enables users to track sequential changes within an individual over time and compare groups of individuals. Conclusion: The GRI is a single-number summary of the quality of glycemia. Its hypoglycemia and hyperglycemia components provide actionable scores and a graphical display (the GRI Grid) that can be used by clinicians and researchers to determine the glycemic effects of prescribed and investigational treatments.