ABSTRACT
Objective: To summarize the characteristics of patients with pituitary stalk thickening, analyze the association between pituitary stalk width and hypopituitarism, and develop a diagnostic model to differentiate neoplastic and inflammatory origins. Methods: A total of 325 patients with pituitary stalk thickening in a tertiary teaching hospital between January 2012 and February 2018 were enrolled. Basic characteristics and hormonal status were evaluated. Indicators to predict etiology in patients with histologic diagnoses were analyzed. Results: Of the 325 patients, 62.5% were female. Deficiency in gonadotropin was most common, followed by corticotropin, growth hormone, and thyrotropin. The increase in pituitary stalk width was associated with a risk of central diabetes insipidus (odds ratio [OR], 3.57; P<.001) and with a combination of central diabetes insipidus and anterior pituitary deficiency (OR, 2.28; P = .029). The cut-off pituitary stalk width of 4.75 mm had a sensitivity of 69.2% and a specificity of 71.4% for the presence of central diabetes insipidus together with anterior pituitary deficiency. Six indicators (central diabetes insipidus, pattern of pituitary stalk thickening, pituitary stalk width, neutrophilic granulocyte percentage, serum sodium level, and gender) were used to develop a model having an accuracy of 95.7% to differentiate neoplastic from inflammatory causes. Conclusion: Pituitary stalk width could indicate the presence of anterior pituitary dysfunction, especially in central diabetes insipidus patients. With the use of a diagnostic model, the neoplastic and inflammatory causes of pituitary stalk thickening could be preliminarily differentiated. Abbreviations: APD = anterior pituitary dysfunction; AUC = area under the curve; CDI = central diabetes insipidus; GH = growth hormone; MRI = magnetic resonance imaging; OR = odd ratio; PHBS = posterior hypophyseal bright spots; PST = pituitary stalk thickening; PSW = pituitary stalk width.
Subject(s)
Diabetes Insipidus, Neurogenic , Hypopituitarism , Pituitary Diseases , Female , Humans , Magnetic Resonance Imaging , Male , Pituitary GlandABSTRACT
We discuss unique features of lens-free computational imaging tools and report some of their emerging results for wide-field on-chip microscopy, such as the achievement of a numerical aperture (NA) of â¼0.8-0.9 across a field of view (FOV) of more than 20 mm(2) or an NA of â¼0.1 across a FOV of â¼18 cm(2), which corresponds to an image with more than 1.5 gigapixels. We also discuss the current challenges that these computational on-chip microscopes face, shedding light on their future directions and applications.
Subject(s)
Image Processing, Computer-Assisted/instrumentation , Image Processing, Computer-Assisted/methods , Microscopy/instrumentation , Microscopy/methods , Algorithms , Erythrocytes/cytology , Humans , Lenses , Male , Spermatozoa/cytologyABSTRACT
Dynamic tracking of human sperms across a large volume is a challenging task. To provide a high-throughput solution to this important need, here we describe a lensfree on-chip imaging technique that can track the three-dimensional (3D) trajectories of > 1,500 individual human sperms within an observation volume of approximately 8-17 mm(3). This computational imaging platform relies on holographic lensfree shadows of sperms that are simultaneously acquired at two different wavelengths, emanating from two partially-coherent sources that are placed at 45° with respect to each other. This multiangle and multicolor illumination scheme permits us to dynamically track the 3D motion of human sperms across a field-of-view of > 17 mm(2) and depth-of-field of approximately 0.5-1 mm with submicron positioning accuracy. The large statistics provided by this lensfree imaging platform revealed that only approximately 4-5% of the motile human sperms swim along well-defined helices and that this percentage can be significantly suppressed under seminal plasma. Furthermore, among these observed helical human sperms, a significant majority (approximately 90%) preferred right-handed helices over left-handed ones, with a helix radius of approximately 0.5-3 µm, a helical rotation speed of approximately 3-20 rotations/s and a linear speed of approximately 20-100 µm/s. This high-throughput 3D imaging platform could in general be quite valuable for observing the statistical swimming patterns of various other microorganisms, leading to new insights in their 3D motion and the underlying biophysics.
Subject(s)
Cell Movement/physiology , High-Throughput Screening Assays/methods , Holography/methods , Lab-On-A-Chip Devices , Spermatozoa/physiology , Humans , Male , Microchip Analytical Procedures/methodsABSTRACT
Background & Aims: Primary hyperparathyroidism(PHPT) has been evolving into a milder asymptomatic disease. No study has assessed the association between famine exposure and such a shift. We aim to explore the effects of China's Great Famine exposure on the changing pattern of PHPT phenotypes. Methods: 750 PHPT patients diagnosed from 2000 to 2019 were studied. The clinical presentations were compared between them in recent 10 years (2010-2019) and previous 10 years (2000-2009). Participants were then categorized into fetal, childhood, adolescent, adult exposure, and unexposed groups. Logistic regression was used to estimate the odds ratios (ORs) and confidence intervals (CIs) of famine exposure as factors contributing to the changes in the clinical presentations of PHPT. Results: Serum levels of PTH, albumin-corrected Ca, tumor size, eGFR, BMDs (all P<0.001), and clinical symptoms became milder in recent 10 years. Famine exposure (72.6% vs 58.4%, P<0.001), especially the adult exposure (18.8% vs 4.1%, P<0.001)was significant less in recent 10 years. The ORs (95%CIs) of having upper 3rd tertile PTH were 2.79(1.34,5.8), 2.07(1.04,4.11), 3.10(1.15,8.38) and 8.85(2.56,30.56) for patients with fetal, childhood, adolescent and adult famine exposure, respectively. The ORs (95%CIs) of upper 3rd tertile albumin-corrected Ca and upper 3rd tertile of tumor size was 4.78(1.39, 16.38) and 4.07(1.12,14.84) for participants with adult famine exposure, respectively. All these associations were independent of age, sex, disease duration and other confounders. Conclusions: The clinical manifestations of PHPT in China continue to be milder. Exposure to famine is associated with PHPT. Less famine exposure might be responsible for the mile form of PHPT in recent years.
Subject(s)
Hyperparathyroidism, Primary , Neoplasms , Prenatal Exposure Delayed Effects , Starvation , Adolescent , Adult , Albumins , Child , Famine , Female , Fetus , Humans , Hyperparathyroidism, Primary/complications , Hyperparathyroidism, Primary/epidemiology , Male , Neoplasms/complications , Phenotype , Pregnancy , Starvation/complicationsABSTRACT
Lensfree on-chip holographic microscopy is an emerging technique that offers imaging of biological specimens over a large field-of-view without using any lenses or bulky optical components. Lending itself to a compact, cost-effective and mechanically robust architecture, lensfree on-chip holographic microscopy can offer an alternative toolset addressing some of the emerging needs of microscopic analysis and diagnostics in low-resource settings, especially for telemedicine applications. In this review, we summarize the latest achievements in lensfree optical microscopy based on partially coherent on-chip holography, including portable telemedicine microscopy, cell-phone based microscopy and field-portable optical tomographic microscopy. We also discuss some of the future directions for telemedicine microscopy and its prospects to help combat various global health challenges.
ABSTRACT
We demonstrate lensless fluorescent microscopy over a large field-of-view of ~60 mm(2) with a spatial resolution of <4 µm. In this on-chip fluorescent imaging modality, the samples are placed on a fiber-optic faceplate that is tapered such that the density of the fiber-optic waveguides on the top facet is >5 fold larger than the bottom one. Placed on this tapered faceplate, the fluorescent samples are pumped from the side through a glass hemisphere interface. After excitation of the samples, the pump light is rejected through total internal reflection that occurs at the bottom facet of the sample substrate. The fluorescent emission from the sample is then collected by the smaller end of the tapered faceplate and is delivered to an opto-electronic sensor-array to be digitally sampled. Using a compressive sampling algorithm, we decode these raw lensfree images to validate the resolution (<4 µm) of this on-chip fluorescent imaging platform using microparticles as well as labeled Giardia muris cysts. This wide-field lensfree fluorescent microscopy platform, being compact and high-throughput, might provide a valuable tool especially for cytometry, rare cell analysis (involving large area microfluidic systems) as well as for microarray imaging applications.
Subject(s)
Fiber Optic Technology/instrumentation , Lab-On-A-Chip Devices , Microscopy, Fluorescence/instrumentation , Giardia/ultrastructure , LensesABSTRACT
We demonstrate an on-chip fluorescent detection platform that can simultaneously image fluorescent micro-objects or labeled cells over an ultra-large field-of-view of 2.5 cm x 3.5 cm without the use of any lenses, thin-film filters and mechanical scanners. Such a wide field-of-view lensless fluorescent imaging modality, despite its limited resolution, might be very important for high-throughput screening applications as well as for detection and counting of rare cells within large-area microfluidic devices.
Subject(s)
Fluorescent Dyes , Microfluidic Analytical Techniques , Animals , Cells , Humans , Leukocytes/cytology , Leukocytes/pathology , Microfluidic Analytical Techniques/instrumentation , Microfluidic Analytical Techniques/methodsABSTRACT
We demonstrate a compact and lightweight platform to conduct automated semen analysis using a lensfree on-chip microscope. This holographic on-chip imaging platform weighs â¼46 g, measures â¼4.2 × 4.2 × 5.8 cm, and does not require any lenses, lasers or other bulky optical components to achieve phase and amplitude imaging of sperms over â¼24 mm(2) field-of-view with an effective numerical aperture of â¼0.2. Using this wide-field lensfree on-chip microscope, semen samples are imaged for â¼10 s, capturing a total of â¼20 holographic frames. Digital subtraction of these consecutive lensfree frames, followed by appropriate processing of the reconstructed images, enables automated quantification of the count, the speed and the dynamic trajectories of motile sperms, while summation of the same frames permits counting of immotile sperms. Such a compact and lightweight automated semen analysis platform running on a wide-field lensfree on-chip microscope could be especially important for fertility clinics, personal male fertility tests, as well as for field use in veterinary medicine such as in stud farming and animal breeding applications.
Subject(s)
Holography/methods , Microscopy/instrumentation , Semen Analysis/methods , Algorithms , Automation , Holography/instrumentation , Humans , Image Processing, Computer-Assisted , Lenses , Male , Microscopy/methodsABSTRACT
We present a detailed investigation of the performance of lens-free holographic microscopy toward high-throughput on-chip blood analysis. Using a spatially incoherent source that is emanating from a large aperture, automated counting of red blood cells with minimal sample preparation steps at densities reaching up to approximately 0.4 x 10(6) cells/muL is presented. Using the same lens-free holographic microscopy platform, we also characterize the volume of the red blood cells at the single-cell level through recovery of the optical phase information of each cell. We further demonstrate the measurement of the hemoglobin concentration of whole blood samples as well as automated counting of white blood cells, also yielding spatial resolution at the subcellular level sufficient to differentiate granulocytes, monocytes, and lymphocytes from each other. These results uncover the prospects of lens-free holographic on-chip imaging to provide a useful tool for global health problems, especially by facilitating whole blood analysis in resource-poor environments.
Subject(s)
Blood Cell Count/instrumentation , Lab-On-A-Chip Devices , Blood Cell Count/methods , Erythrocyte Count , Holography , Humans , Lenses , Leukocyte Count , Microscopy , Time FactorsABSTRACT
We demonstrate the use of a compressive sampling algorithm for on-chip fluorescent imaging of sparse objects over an ultra-large field-of-view (>8 cm(2)) without the need for any lenses or mechanical scanning. In this lensfree imaging technique, fluorescent samples placed on a chip are excited through a prism interface, where the pump light is filtered out by total internal reflection after exciting the entire sample volume. The emitted fluorescent light from the specimen is collected through an on-chip fiber-optic faceplate and is delivered to a wide field-of-view opto-electronic sensor array for lensless recording of fluorescent spots corresponding to the samples. A compressive sampling based optimization algorithm is then used to rapidly reconstruct the sparse distribution of fluorescent sources to achieve approximately 10 microm spatial resolution over the entire active region of the sensor-array, i.e., over an imaging field-of-view of >8 cm(2). Such a wide-field lensless fluorescent imaging platform could especially be significant for high-throughput imaging cytometry, rare cell analysis, as well as for micro-array research.
Subject(s)
Algorithms , Data Compression/methods , Image Enhancement/instrumentation , Image Interpretation, Computer-Assisted/instrumentation , Lighting/instrumentation , Microscopy, Fluorescence/instrumentation , Specimen Handling/instrumentation , Image Enhancement/methods , LensesABSTRACT
We demonstrate lensfree holographic microscopy on a chip to achieve approximately 0.6 microm spatial resolution corresponding to a numerical aperture of approximately 0.5 over a large field-of-view of approximately 24 mm2. By using partially coherent illumination from a large aperture (approximately 50 microm), we acquire lower resolution lensfree in-line holograms of the objects with unit fringe magnification. For each lensfree hologram, the pixel size at the sensor chip limits the spatial resolution of the reconstructed image. To circumvent this limitation, we implement a sub-pixel shifting based super-resolution algorithm to effectively recover much higher resolution digital holograms of the objects, permitting sub-micron spatial resolution to be achieved across the entire sensor chip active area, which is also equivalent to the imaging field-of-view (24 mm2) due to unit magnification. We demonstrate the success of this pixel super-resolution approach by imaging patterned transparent substrates, blood smear samples, as well as Caenoharbditis Elegans.
Subject(s)
Holography/instrumentation , Image Enhancement/instrumentation , Microscopy/instrumentation , Semiconductors , Signal Processing, Computer-Assisted/instrumentation , Transducers , Equipment Design , Equipment Failure Analysis , Lenses , Reproducibility of Results , Sensitivity and SpecificityABSTRACT
A multi-angle lensfree holographic imaging platform that can accurately characterize both the axial and lateral positions of cells located within multi-layered micro-channels is introduced. In this platform, lensfree digital holograms of the micro-objects on the chip are recorded at different illumination angles using partially coherent illumination. These digital holograms start to shift laterally on the sensor plane as the illumination angle of the source is tilted. Since the exact amount of this lateral shift of each object hologram can be calculated with an accuracy that beats the diffraction limit of light, the height of each cell from the substrate can be determined over a large field of view without the use of any lenses. We demonstrate the proof of concept of this multi-angle lensless imaging platform by using light emitting diodes to characterize various sized microparticles located on a chip with sub-micron axial and lateral localization over approximately 60 mm(2) field of view. Furthermore, we successfully apply this lensless imaging approach to simultaneously characterize blood samples located at multi-layered micro-channels in terms of the counts, individual thicknesses and the volumes of the cells at each layer. Because this platform does not require any lenses, lasers or other bulky optical/mechanical components, it provides a compact and high-throughput alternative to conventional approaches for cytometry and diagnostics applications involving lab on a chip systems.
Subject(s)
Diagnostic Imaging/instrumentation , Diagnostic Imaging/methods , Holography/instrumentation , Holography/methods , Lenses , Erythrocytes/cytology , Humans , Reproducibility of ResultsABSTRACT
We experimentally illustrate a lensfree holographic imaging platform to perform on-chip cytometry. By controlling the spatial coherence of the illumination source, we record a 2D holographic diffraction pattern of each cell or micro-particle on a chip using a high resolution sensor array that has approximately 2 microm pixel size. The recorded holographic image is then processed by using a custom developed decision algorithm for matching the detected hologram texture to existing library images for on-chip characterization and counting of a heterogeneous solution of interest. The holographic diffraction signature of any microscopic object is significantly different from the classical diffraction pattern of the same object. It improves the signal to noise ratio and the signature uniformity of the cell patterns; and also exhibits much better sensitivity for on-chip imaging of weakly scattering phase objects such as small bacteria or cells. We verify significantly improved performance of this holographic on-chip cytometry approach by automatically characterizing heterogeneous solutions of red blood cells, yeast cells, E. coli and various sized micro-particles without the use of any lenses or microscope objectives. This lensless on-chip holography platform will especially be useful for point-of-care cytometry and diagnostics applications involving e.g., infectious diseases such as HIV or malaria.
Subject(s)
Diagnostic Equipment , Holography/instrumentation , Holography/methods , Microfluidic Analytical Techniques , Algorithms , Flow Cytometry , Microscopy/methods , Schizosaccharomyces/cytologyABSTRACT
A high-throughput on-chip imaging platform that can rapidly monitor and characterize various cell types within a heterogeneous solution over a depth-of-field of approximately 4 mm and a field-of-view of approximately 10 cm(2) is introduced. This powerful system can rapidly image/monitor multiple layers of cells, within a volume of approximately 4 mL all in parallel without the need for any lenses, microscope-objectives or any mechanical scanning. In this high-throughput lensless imaging scheme, the classical diffraction pattern (i.e., the shadow) of each micro-particle within the entire sample volume is detected in less than a second using an opto-electronic sensor chip. The acquired shadow image is then digitally processed using a custom developed "decision algorithm" to enable both the identification of the particle location in 3D and the characterization of each micro-particle type within the sample volume. Through experimental results, we show that different cell types (e.g., red blood cells, fibroblasts, etc.) or other micro-particles all exhibit uniquely different shadow patterns and therefore can be rapidly identified without any ambiguity using the developed decision algorithm, enabling high-throughput characterization of a heterogeneous solution. This lensfree on chip cell imaging platform shows a significant promise especially for medical diagnostic applications relevant to global health problems, where compact and cost-effective diagnostic tools are urgently needed in resource limited settings.
Subject(s)
Image Cytometry/instrumentation , Lab-On-A-Chip Devices , 3T3 Cells , Algorithms , Animals , Databases as Topic , Decision Trees , Electronics, Medical/instrumentation , Electronics, Medical/methods , Erythrocytes/cytology , Image Cytometry/methods , Image Processing, Computer-Assisted/instrumentation , Image Processing, Computer-Assisted/methods , Mice , Microchip Analytical Procedures/methods , Microspheres , Optics and Photonics/instrumentation , Optics and Photonics/methods , Point-of-Care Systems , Schizosaccharomyces/cytologyABSTRACT
PURPOSE: Up to 40% of patients with pheochromocytomas or paragangliomas (PPGLs) carry a germline mutation. This study aimed to build a nomogram using clinical information to predict the probability of germline mutation in PPGLs. METHODS: The data were collected from 563 patients who were diagnosed with PPGLs between 2002 and 2015. Clinical and pathologic features were assessed with a multivariable logistic regression analysis to predict the presence of germline mutations. A nomogram to predict the probability of germline mutation was constructed with R software. Discrimination and calibration were employed to evaluate the performance of the nomogram. RESULTS: By multivariate analysis, age at manifestation, bilateral, or multifocal tumors and family history were identified as independent predictors of the presence of any germline mutation. The nomogram was then developed using these three variables. The nomogram showed an area under the receiver operating characteristic curve (AUC) of 0. 841 (95% confidence interval [CI], 0.809-0.871). The calibration plot indicated that the nomogram-predicted probabilities compared very well with the actual probabilities (Hosmer-Lemeshow test: P = 0.888). CONCLUSION: The nomogram is a valuable predictive tool for the presence of germline mutations in patients with PPGLs.
Subject(s)
Germ-Line Mutation , Pheochromocytoma/genetics , Adult , Female , Humans , Male , Middle Aged , Nomograms , Retrospective Studies , Risk Factors , Young AdultABSTRACT
BACKGROUND: Subcutaneous absorption is accelerated by the monomeric conformation of insulin Aspart, which provides good glycemic control with a lower risk of hypoglycemia and less body weight increase. In the present study we investigated the efficacy and safety of a rapid-acting human insulin analogue (insulin Aspart) delivered with continuous subcutaneous insulin infusion (CSII) into Chinese diabetic patients. METHODS: A total of 21 patients with type 1 or type 2 diabetes were recruited for the 2-way cross-over, open-labeled trial, and then randomized to Group A (n = 10, treated with insulin Aspart) or Group B (n = 11, treated with Novolin R). Insulin Aspart and Novolin R were administered by CSII. Capillary glucose concentrations were measured at 8 time points, pre-prandial and postprandial, bedtime (10 pm), midnight (2 am) every day during the treatment. RESULTS: The average capillary glucose profiles for the day were much better controlled in Group A than in Group B (P < 0.01). The blood glucose levels were particularly better controlled in Group A than in Group B at pre-breakfast ((6.72 +/- 1.24) mmol/L vs (7.84 +/- 1.58) mmol/L, P = 0.014), post-breakfast ((8.96 +/- 2.41) mmol/L vs (11.70 +/- 3.11) mmol/L, P = 0.0028), post-supper ((8.15 +/- 2.10) mmol/L vs (10.07 +/- 2.36) mmol/L, P = 0.008), bed time ((7.73 +/- 1.72) mmol/L vs (9.39 +/- 2.05) mmol/L, P = 0.007) and midnight ((6.32 +/- 1.16) mmol/L vs (7.48 +/- 1.36) mmol/L, P = 0.0049). There was no significant difference in the frequency of hypoglycemic episodes between the two groups. CONCLUSION: Insulin Aspart results in better control of blood glucose levels than regular human insulin (Novolin R) in diabetic patients during delivery by CSII.
Subject(s)
Diabetes Mellitus, Type 1/drug therapy , Diabetes Mellitus, Type 2/drug therapy , Hypoglycemic Agents/administration & dosage , Insulin Infusion Systems , Insulin/analogs & derivatives , Adult , Aged , Blood Glucose/analysis , Cross-Over Studies , Female , Humans , Insulin/administration & dosage , Insulin Aspart , Male , Middle AgedABSTRACT
OBJECTIVE: Leprechaunism is an inherited insulin resistance syndrome, caused by homozygous or compound-heterozygous mutations in the insulin receptor gene (INSR). Clinical and molecular genetic research was carried out in one 17-year old girl with leprechaunism and her family members. METHODS: History and laboratory tests were routinely taken. DNA samples were obtained from the proband and 4 of the family members. PCR was done on all exons of INSR and the products of PCR were sequenced directly. RESULTS: The proband had the following features: apparent cessation of growth, elfin-like face, emaciation, hirsutism and acanthosis nigricans. She had hyperglycemia (fasting blood glucose 15.8 mmol/L; glycosylated forms of hemoglobin 12%) and it was resistant to the treatment of insulin. She was found to have W659R mutation at 9 exon and V1054M mutation at 17 exon of INSR as heterozygotes. This compound mutation is a newly found type. For her father there was only V1054M mutation and her mother only W659R mutation. No mutation was identified in her sister. CONCLUSION: The patient was diagnosed as leprechaunism according to her clinical presentations and biochemical examinations. The new transition mutation W659R at 9 exon and V1054M at 17 exon in INSR is the pathologic cause in this patient with leprechaunism.
Subject(s)
Abnormalities, Multiple/genetics , Antigens, CD/genetics , Insulin Resistance/genetics , Receptor, Insulin/genetics , Abnormalities, Multiple/metabolism , Adolescent , Exons , Female , Genes , Humans , Mutation , SyndromeABSTRACT
Using a high-throughput optical tracking technique that is based on partially-coherent digital in-line holography, here we report a detailed analysis of the statistical behavior of horse sperms' three-dimensional (3D) swimming dynamics. This dual-color and dual-angle lensfree imaging platform enables us to track individual 3D trajectories of â¼1000 horse sperms at sub-micron level within a sample volume of â¼9µL at a frame rate of 143 frames per second (FPS) and collect thousands of sperm trajectories within a few hours for statistical analysis of their 3D dynamics. Using this high-throughput imaging platform, we recorded >17,000 horse sperm trajectories that can be grouped into six major categories: irregular, linear, planar, helical, ribbon, and hyperactivated, where the hyperactivated swimming patterns can be further divided into four sub-categories, namely hyper-progressive, hyper-planar, hyper-ribbon, and star-spin. The large spatio-temporal statistics that we collected with this 3D tracking platform revealed that irregular, planar, and ribbon trajectories are the dominant 3D swimming patterns observed in horse sperms, which altogether account for >97% of the trajectories that we imaged in plasma-free semen extender medium. Through our experiments we also found out that horse seminal plasma in general increases sperms' straightness in their 3D trajectories, enhancing the relative percentage of linear swimming patterns and suppressing planar swimming patterns, while barely affecting the overall percentage of ribbon patterns.
Subject(s)
High-Throughput Screening Assays/veterinary , Horses/physiology , Image Processing, Computer-Assisted , Lab-On-A-Chip Devices , Sperm Motility/physiology , Spermatozoa/physiology , Animals , High-Throughput Screening Assays/instrumentation , MaleABSTRACT
BACKGROUND: A comprehensive meta-analysis was performed to evaluate the comparative benefits of coronary artery bypass grafting (CABG) versus drug-eluting stents (DES) in patients with diabetes mellitus and severe coronary artery disease (CAD). METHODS: A comprehensive literature search of PubMed, Embase, and ScienceDirect was undertaken. References cited with the papers were also checked to identify relevant articles. RESULTS: In all, four randomized controlled trials, two prospective registries, and 11 retrospective studies were identified for review. Pooled analysis demonstrated that DES was associated with lower all-cause mortality at Day 30. However, there was no significant difference between CABG and DES in mortality at 12 months and at maximum follow-up. Furthermore, DES was associated with lower overall and major adverse cardiac and cerebrovascular events (MACCE)-free survival, as well as a higher incidence of myocardial infarction and repeat revascularization. In contrast, CABG was associated with an increased risk of stroke. CONCLUSIONS: For patients with diabetes mellitus and severe CAD, CABG is superior to DES in that it significantly improves overall and MACCE-free survival and reduces the incidence of myocardial infarction and repeat revascularization in the long term, although it is associated with greater perioperative risk and a higher incidence of stroke. Therefore, CABG should remain the gold standard for these patients.