Understanding the Barriers and Benefits to Scholarly Writing Among Internal Medicine Residents: A Pilot Study of an Innovative Education Method.

Background This study addresses the participation gap in scholarly activities among internal medicine residents. While the Accreditation Council for Graduate Medical Education emphasizes the importance of these activities, the variability in their definition and support across residency programs presents a challenge. This study investigates these discrepancies and aims to identify the specific barriers and benefits residents perceive in scholarly writing, especially in case report writing, and to propose effective educational interventions. Methodology A voluntary online survey, pre- and post-educational intervention, was conducted among residents at Sparrow Hospital, Michigan State University. The intervention comprised a two-hour session focusing on case report writing, presentation skills, scientific literature searches, and research project engagement. Responses were obtained on a five-point Likert scale, and the data were analyzed as respective frequencies and percentages. Results Of 45 residents, 23 completed the pre-survey. With a response rate of 51% from the internal medicine residents, the post-intervention data revealed considerable improvement in the residents' understanding and appreciation of scholarly activities. There was a marked enhancement in their skills related to scientific literature search and in recognizing the benefits of scholarly engagement. Additionally, the intervention successfully increased their confidence in presenting scholarly work, networking, and identifying relevant venues for their research. Conclusions The study highlights the challenges residents face in scholarly activities, such as lack of training and mentorship. It suggests that focused workshops and mentorship can significantly enhance residents' research skills and confidence.

High-throughput genetic manipulation of multicellular organisms using a machine-vision guided embryonic microinjection robot.

Microinjection is a technique used for transgenesis, mutagenesis, cell labeling, cryopreservation, and in vitro fertilization in multiple single and multicellular organisms. Microinjection requires specialized skills and involves rate-limiting and labor-intensive preparatory steps. Here, we constructed a machine-vision guided generalized robot that fully automates the process of microinjection in fruit fly (Drosophila melanogaster) and zebrafish (Danio rerio) embryos. The robot uses machine learning models trained to detect embryos in images of agar plates and identify specific anatomical locations within each embryo in 3D space using dual view microscopes. The robot then serially performs a microinjection in each detected embryo. We constructed and used three such robots to automatically microinject tens of thousands of Drosophila and zebrafish embryos. We systematically optimized robotic microinjection for each species and performed routine transgenesis with proficiency comparable to highly skilled human practitioners while achieving up to 4× increases in microinjection throughput in Drosophila. The robot was utilized to microinject pools of over 20,000 uniquely barcoded plasmids into 1,713 embryos in 2 days to rapidly generate more than 400 unique transgenic Drosophila lines. This experiment enabled a novel measurement of the number of independent germline integration events per successfully injected embryo. Finally, we showed that robotic microinjection of cryoprotective agents in zebrafish embryos significantly improves vitrification rates and survival of cryopreserved embryos post-thaw as compared to manual microinjection. We anticipate that the robot can be used to carry out microinjection for genome-wide manipulation and cryopreservation at scale in a wide range of organisms.

Implantable cardioverter defibrillators for primary prevention in patients with ischemic and non-ischemic cardiomyopathy: A meta-analysis.

BACKGROUND: Ischemic and nonischemic cardiomyopathy (NICM) are one of the leading causes of sudden cardiac death (SCD). Evidence supporting Implantable Cardioverter Defibrillator (ICD) for the prevention of SCD and mortality has shown conflicting results to date. OBJECTIVE: We aim to evaluate the impact of ICD therapy with conventional care for the primary prevention of death of various causes in adults with ICM and NICM. METHODS: We performed a systematic literature search on the electronic database for relevant articles from inception until 30th May 2023. Pooled odds ratios (OR) were calculated using a random effect model, and a p-value of <0.05 was considered statistically significant. RESULTS: A total of 13 randomized controlled trials involving 7857 patients were included in the study. Pooled analysis showed that ICD therapy was associated with a significant reduction in the incidence of all-cause mortality (OR, 0.69 (95%CI:0.55-0.87), P = 0.001), with a similar trend among ICM and NICM compared with the control group. ICD therapy also reduces the incidence of SCD (OR, 0.32(95%CI: 0.24-0.43), P<0.00001) with a similar trend in ICM and NICM, as well as death due to arrhythmia (OR, 0.35(95%CI: 0.19-0.64), P<0.001). However, the incidence of cardiovascular mortality in the ICD group (OR, 0.77(95%CI: 0.58-1.02), P=0.07) was comparable to the control group. CONCLUSION: ICD therapy was associated with a reduction in the incidence of all-cause mortality, sudden cardiac death, and death due to arrhythmia among ischemic and nonischemic cardiomyopathy patients.

Conduction-Dominated Cryomesh for Organism Vitrification.

Vitrification-based cryopreservation is a promising approach to achieving long-term storage of biological systems for maintaining biodiversity, healthcare, and sustainable food production. Using the "cryomesh" system achieves rapid cooling and rewarming of biomaterials, but further improvement in cooling rates is needed to increase biosystem viability and the ability to cryopreserve new biosystems. Improved cooling rates and viability are possible by enabling conductive cooling through cryomesh. Conduction-dominated cryomesh improves cooling rates from twofold to tenfold (i.e., 0.24 to 1.2 × 105  °C min-1 ) in a variety of biosystems. Higher thermal conductivity, smaller mesh wire diameter and pore size, and minimizing the nitrogen vapor barrier (e.g., vertical plunging in liquid nitrogen) are key parameters to achieving improved vitrification. Conduction-dominated cryomesh successfully vitrifies coral larvae, Drosophila embryos, and zebrafish embryos with improved outcomes. Not only a theoretical foundation for improved vitrification in µm to mm biosystems but also the capability to scale up for biorepositories and/or agricultural, aquaculture, or scientific use are demonstrated.

Association between calcium supplementation and gestational hypertension, and preeclampsia: A Meta-analysis of 26 randomized controlled trials.

BACKGROUND: Pre-eclampsia and eclampsia are common causes of morbidity and mortality, especially in low-income countries. Reducing adverse outcomes associated with hypertensive disorders of pregnancy has been the ultimate priority in recent years. We aim to evaluate the association between calcium supplementation and preeclampsia and gestational hypertension risk among pregnant women. METHODS: A systematic literature search was performed in electronic databases from inception to 15th July 2023, including only randomized controlled trials. Odds ratio (OR) were, and their corresponding 95% confidence interval (95% CI). RESULTS: A total of 26 studies with 20,038 patients (10,003 patients with calcium supplements and 10,035 patients with placebo group) were included in the analysis. The Pooled analysis of primary outcome shows that calcium supplements reduce the risk of preeclampsia by 49% (OR, 0.51(95%CI: 0.40-0.66), P<0.001), and reduce the risk of gestational hypertension by 30% (OR, 0.70 (95%CI: 0.58-0.85)), P<0.001) compared to placebo. There was a trend of lower incidence of preterm delivery (OR, 0.88 (95%CI: 0.71-1.09), P=0.23), labor induction (OR, 0.90 (95%CI: 0.78-1.03), P=0.13), small for gestational age (OR, 0.70 (95% CI:0.37-1.32), P = 0.27), low birth weight (OR, 0.96 (95%CI: 0.86-1.08), P=0.53), perinatal mortality (OR, 0.88 (95%CI: 0.72-1.09), P=0.24), and maternal mortality (OR, 0.48 (95%CI: 0.12-1.84), P=0.28) among calcium supplementation group compared with the placebo group, however, statistical signifance was not achieved. CONCLUSION: This study shows that calcium supplements are associated with a significant reduction in the risk of preeclampsia and gestational hypertension and a trend toward better maternal and fetal-related outcomes.

Association between baseline high-sensitive C-reactive protein, homocysteine levels, and post-stroke depression among stroke patients: a systematic review, meta-analysis, and meta-regression.

BACKGROUND: Post-stroke depression (PSD) is a prevalent neuropsychiatric sequelae following stroke, often associated with diminished functional recovery and heightened mortality risk. Emerging evidence suggests neuroinflammation, triggered in response to stroke events, may be instrumental in precipitating PSD. AIM: This study aims to assess the significance of high-sensitivity C-reactive protein (Hs-CRP) and homocysteine (Hcy) in post-stroke individuals with PSD. METHODS: We systematically searched all electronic databases from inception until May 30, 2023. Outcomes were reported as standard mean difference (SMD), and their corresponding 95% confidence interval (95% CI). RESULTS: A total of 12 studies with 3,230 patients were included in this study. The mean age of the overall cohort was 65.7 years, and patients with PSD were observed to be older than patients without PSD (68.3 years versus 63.1 years). We observed a higher female prevalence in the PSD group (44.4% versus 40.7%). PSD patients were more likely to be widowed (19.4% versus 8.4%) and more likely to have a family history of psychiatric disorder (11.3% versus 4.9%) compared to non-PSD patients. We also observed that patients with PSD had higher levels of baseline Hs-CRP [SMD 0.16, (95% CI 0.08 to 0.25), p<0.001], and Hcy [SMD 0.14, (95% CI 0.05 to 0.22), p<0.001] than patients without PSD. Meta-regression analysis did not reveal any effect modifier for higher Hs-CRP in the study group, however, history of widowhood was a significant effect modifier when assessing Hcy levels between the two groups (coefficient 1.998, p=0.038). CONCLUSION: Baseline levels of Hs-CRP and Hcy were significantly higher in patients with PSD, highlighting the role of recognizing demographic and biochemical markers in understanding the complexities of post-stroke depression.

Percutaneous coronary intervention versus coronary artery bypass grafting among patients with left ventricular systolic dysfunction: a systematic review and meta-analysis.

Current guidelines have shown the superiority of coronary artery bypass grafting (CABG) over medical therapy. However, there is a paucity of data evaluating the optimal revascularization strategy in patients with ischemic left ventricular systolic dysfunction (LVSD). Objective: The authors aimed to evaluate the clinical outcomes of postpercutaneous coronary intervention (PCI) and CABG among patients with LVSD. Methods: The authors performed a systematic literature search using the PubMed, Embase, Scopus, and the Cochrane Libraries for relevant articles from inception until 30 November 2022. Outcomes were reported as pooled odds ratio (OR), and their corresponding 95% CI using STATA (version 17.0, StataCorp). Results: A total of 10 studies with 13 324 patients were included in the analysis. The mean age of patients in PCI was 65.3 years, and 64.1 years in the CABG group. The most common comorbidities included: HTN (80 vs. 78%) and DM (49.2 vs. 49%). The mean follow-up duration was 3.75 years. Compared with CABG, the PCI group had higher odds of all-cause mortality (OR 1.15, 95% CI 1.01-1.31, P=0.03), repeat revascularization (OR 3.57, 95% CI 2.56-4.97, P<0.001), MI (OR 1.92, 95% CI 1.01-3.86, P=0.048) while the incidence of cardiovascular mortality (OR 1.23, 95% CI 0.98-1.55, P=0.07), stroke (OR 0.73 95% CI: 0.51-1.04, P=0.08), major adverse cardiovascular and cerebrovascular events (OR 1.36, 95% CI 0.99-1.87, P=0.06), and ventricular tachycardia (OR 0.79, 95% CI 0.22-2.86, P=0.72) was comparable between both the procedures. Conclusion: The results of this meta-analysis suggest that CABG is superior to PCI for patients with LVSD. CABG was associated with a lower risk of all-cause mortality, repeat revascularization, and incidence of myocardial infarction compared with PCI in patients with LVSD.

Pediatric Posterior Reversible Encephalopathy Syndrome Secondary to Post-Streptococcal Glomerulonephritis: A Case Report.

This case report presents a unique case of a 15-year-old male with post-streptococcal glomerulonephritis (PSGN) who developed posterior reversible encephalopathy syndrome (PRES). The patient presented with symptoms of fever, headache, emesis, visual disturbances, and involuntary movements of all four limbs. On examination, the patient had elevated blood pressure, decreased visual acuity of the left eye, leukocytosis, and uremia. MRI findings showed symmetrical enhancement of superficial and deep watershed areas, predominantly in the occipital and temporal regions. Treatment with antibiotics and anti-hypertensives resulted in the complete resolution of hyperintense lesions seen in brain MRI after three weeks, and the patient remained symptom-free for one month. This case highlights the rare association between PSGN and PRES and emphasizes the importance of monitoring and managing hypertension in patients with PSGN. Understanding the association between these two conditions may lead to earlier diagnosis and treatment of PRES, ultimately improving patient outcomes.

Transcatheter vs Surgical Aortic Valve Replacement Outcomes Among Solid Organ Transplant Patients: A Systematic Review and Meta-Analysis.

The safety and clinical outcomes of transcatheter aortic valve replacement (TAVR) compared to surgical aortic valve replacement (SAVR) among patients with solid organ transplants is not well understood. This study aimed to evaluate the clinical outcomes of TAVR and SAVR among patients with a history of solid organ transplantation. We performed a systematic literature search of databases for relevant articles from inception until May 1st, 2022. Unadjusted odds ratios (OR) were pooled using a random-effect model, and a P-value of <0.05 was considered statistically significant. A total of 3240 studies were identified of which 3 studies with a total of 2960 patients were included in the final analysis. For solid organ transplants patients, the odds of in-hospital mortality (OR 0.37, 95% CI 0.20-0.71, P < 0.001), 30-day mortality (OR 0.51, 95% CI 0.35-0.74, P < 0.001), acute kidney injury (OR 0.45, 95% CI 0.35-0.59, P < 0.001), and bleeding (OR 0.35, 95% CI 0.27-0.46, P < 0.001) were significantly lower in patients undergoing TAVR compared to SAVR. In contrast, the odds of pacemaker implantation (OR 2.60, 95% CI 0.36-18.90, P = 0.34), postprocedural stroke (OR 0.36, 95% CI 0.13-1.03, P = 0.06) were similar between both groups of patients. Length of hospital stay was significantly lower in TAVR compared to SAVR patients (SMD -0.82, 95% CI -0.95 to -0.70, P < 0.001). In solid organ transplant patients, TAVR appeared to be a safe procedure with fewer postprocedure complications, shorter length of hospital stay, and lower in hospital mortality compared with SAVR.

Circadian Disruption in Night Shift Work and Its Association with Chronic Pulmonary Diseases.

Globalization and the expansion of essential services over continuous 24 h cycles have necessitated the adaptation of the human workforce to shift-based schedules. Night shift work (NSW) causes a state of desynchrony between the internal circadian machinery and external environmental cues, which can impact inflammatory and metabolic pathways. The discovery of clock genes in the lung has shed light on potential mechanisms of circadian misalignment in chronic pulmonary disease. Here, the current knowledge of circadian clock disruption caused by NSW and its impact on lung inflammation and associated pathophysiology in chronic lung diseases, such as asthma, chronic obstructive pulmonary disease, pulmonary fibrosis, and COVID-19, is reviewed. Furthermore, the limitations of the current understanding of circadian disruption and potential future chronotherapeutic advances are discussed.

Neutrophil-lymphocyte ratio and platelet-lymphocyte ratio as markers of stable ischemic heart disease in diabetic patients: An observational study.

Ischemic heart disease (IHD) is a pressing public health concern with high prevalence, mortality, and morbidity. Although the value of neutrophil-lymphocyte ratio (NLR) and platelet-lymphocyte ratio (PLR) as markers of the acute coronary syndrome are well recognized, there is a paucity of data deciphering their role in screening for stable ischemic heart disease (SIHD) in the presence of type 2 diabetes mellitus (T2DM). The present study investigates the value of NLR and PLR as markers of SIHD in T2DM. We evaluated the predictive value of NLR and PLR for SIHD by comparing T2DM patients having angiographically proven SIHD to T2DM patients without IHD at different cutoff levels by evaluating the area under the curve (AUC) obtained from receiver-operating-characteristic analysis. Raised NLR and PLR were significantly associated with SIHD ( P < .001 for each). On performing AUC-receiver-operating-characteristic analysis, NLR of > 2.39 and PLR of > 68.80 were associated with the highest prevalence of SIHD (NLR, AUC: 0.652 [0.605-0.699]; CI: 95%; P < .001, PLR, AUC: 0.623 [0.575-0.671] CI: 95%; P < .001). The sensitivities and specificities for these cutoff values were 50% and 73% for NLR and 73% and 46% for PLR, respectively. NLR and PLR were significantly higher in SIHD compared to those without; however, these markers had limited predictive potential in the setting of T2DM.

Keratoderma in Systemic Lupus Erythematosus: An Unusual Cutaneous Manifestation of Disease?

Systemic lupus erythematosus (SLE) is a multi-organ autoimmune disease, with the skin being the second most affected organ after the joints. We present a unique case of a 44-year-old female who presented with an acute flare of SLE and the concurrent onset of keratoderma on both lower limbs. She presented with high-grade fever, arthralgia, and generalized edema of four months duration. A general physical examination revealed pallor and scaly hyperpigmented plaques on both lower limbs, which was confirmed to be keratoderma on histopathological examination. Blood investigations revealed pancytopenia, elevated erythrocyte sedimentation rate (ESR) and C- reactive protein (CRP), and positive titers for anti-nuclear antibody (ANA) and anti-Po ribosomal P proteins (RPP) antibodies. Immunosuppressive medications and topical keratolytics were used to treat her successfully. Post medical management, she showed significant improvement in her symptoms. On follow-up, the patient had a complete resolution of the symptoms and remained well. This case demonstrates keratoderma as a rare incidental finding in a patient with SLE flare. Understanding SLE's various cutaneous manifestations are critical for holistically diagnosing and treating the disease.

Tip-Variant Focal Segmental Glomerulosclerosis in a Patient With Primary Hypothyroidism: A Case Report.

Focal segmental glomerulosclerosis (FSGS) is a common cause of nephrotic syndrome (NS) and one of the leading causes of end-stage kidney disease. Endocrinological abnormalities due to the urinary loss of hormone-binding proteins, such as transient hypothyroidism, are well documented in FSGS. Secondary FSGS can arise due to viral infections, drugs, and pre-existing glomerular diseases. Few reports have highlighted the occurrence of FSGS in the background of hypothyroidism. We present a case of a young male with primary hypothyroidism who developed the tip variant of FSGS. A combination of oral corticosteroids and angiotensin-converting enzyme (ACE) inhibitors was successful in causing remission of the FSGS with no relapse.

Symptomatology, prognosis, and clinical findings of Monkeypox infected patients during COVID-19 era: A systematic-review.

BACKGROUND: The recent outbreak of Human Monkeypox (MPXV) in nonendemic regions of the world is of great concern. OBJECTIVE: We aimed to systematically analyze the current epidemiology, clinical presentation, and outcomes of the Monkeypox virus. METHOD: Systematic literature was conducted in PubMed, Embase, Google Scholar, and Scopus using predefined MESH terms by using "AND" and "OR." The following search terms were used: Monkeypox [MeSH] OR "Monkeypox virus" [MeSH] OR "POX" OR "Monkeypox" AND "Outbreak" AND "Outcomes" from December 2019 till 14th June 2022 without restrictions of language. RESULTS: A total of 1074 (99.90%) patients tested positive for Monkeypox virus through RT-PCR while 1 (0.09) patient was suspected. There was a gender difference with male predominance (54.23% vs. 45.48%) compared with female patients. Mean age (±SD) of patients was 20.66 ± 16.45 years. The major symptoms were rash (100%), fever (96%), and other important symptoms were upper respiratory symptoms (97%), headache (95%), vomiting (95%), oral ulcers (96%), conjunctivitis (96%) and lymphadenopathy (85%). The average mean duration of treatment was 5 days, while the mean hospitalization duration was 13.3 ± 6.37 days. The outcome of 20 patients was available, 19 of 20 patients recovered fully from monkeypox, however, 1 patient was not able to survive resulting in death. CONCLUSION: The recent monkeypox virus outbreak has shown that the virus could transmit in ways that were not previously expected. Further research is needed to understand the possible outcomes and association with humans and their different organ systems.

Early surgery vs conservative management among asymptomatic aortic stenosis: A systematic review and meta-analysis.

Introduction: Although aortic valve replacement in severe symptomatic Aortic Stenosis (AS) are clearly outlined, the role of surgical intervention in asymptomatic severe AS remains unclear with limited evidence. The aim of our meta-analysis is to evaluate the efficacy and safety of early surgical aortic valve repair compared to conservative management. Methods: A systematic literature search was performed in PubMed, Scopus, Embase and Cochrane databases for studies comparing the early surgery versus conservative management among asymptomatic aortic stenosis patients. Unadjusted odds ratios (OR) were pooled using a random-effect model, and a p-value of < 0.05 was considered statistically significant. Results: A total of 5 articles (3 observational studies and 2 randomized controlled trials) were included. At a median followup of 4.1 years, here were significantly lower odds of all-cause mortality [OR = 0.30 (95 %CI:0.17-0.53), p < 0.0001], cardiovascular mortality [OR = 0.35 (95 %CI:(0.17-0.72), p = 0.005], and sudden cardiac death (OR = 0.36 (95 %CI: 0.15-0.89), p = 0.03) among early surgery group compared with conservative care. There was no significant difference between incidence of major bleeding, clinical thromboembolic events, hospitalization due to heart failure, stroke and myocardial infarction between the conservative care groups and early surgery. Conclusion: Among asymptomatic patients with AS, early surgery shows better outcomes in reducing all-cause mortality and cardiovascular mortality compared with conservative management approaches.

Life-Threatening Upper Gastrointestinal Hemorrhage in Hemosuccus Pancreaticus: A Case Report.

Hemosuccus pancreaticus (HP) is a rare cause of upper gastrointestinal bleeding caused by bleeding from the ampulla of Vater into the duodenum. HP most commonly results from a rupture of pseudoaneurysms secondary to chronic pancreatitis. The low incidence of HP and the wide spectrum of its clinical presentation poses diagnostic challenges. We present a case of a 39-year-old male with acute-on-chronic pancreatitis resulting in HP and obstructive jaundice due to pancreatic pseudocyst with secondary hematoma. This case highlights the rare occurrence of hypovolemic shock due to massive hemorrhage in HP and the successful management with prompt cardiovascular support and angiographic coil embolization of a bleeding pancreatic pseudoaneurysm.

Association of Serum Prolactin With Type 2 Diabetes Mellitus: A Comparative Cross-Sectional Study From South India.

BACKGROUND:  The association of serum prolactin (PRL) with diabetes is still uncertain, with a paucity of data in the south Indian population. This study aims to compare the serum PRL levels between type 2 diabetes mellitus (T2DM) patients and normoglycaemic volunteers and correlate the serum PRL level with fasting plasma glucose (FPG), postprandial plasma glucose (PPG), glycated haemoglobin (HbA1c) levels, and the lipid profile in the study population. METHODS:  This was a comparative cross-sectional study among 112 T2DM participants and 112 healthy volunteers in a tertiary care centre in India. All participants were tested for FPG, PPG, HbA1c, fasting serum lipid profile, and serum PRL, which were compared between T2DM patients and healthy volunteers. RESULTS:  The serum PRL in T2DM patients was significantly lower compared to healthy volunteers (8.67 ± 4.37 vs. 13.76 ± 6.55 ng/ml, P < 0.001). FPG, PPG, and HbA1c correlated inversely with serum PRL in our study population. On multivariable logistic regression adjusted for age and sex, a higher serum PRL level within the physiological range was protective for T2DM (adjusted odds ratio: 0.83, 95% CI: 0.77-0.90, P < 0.001). Serum PRL levels were inversely correlated with serum total cholesterol, low-density lipoprotein cholesterol, and triglycerides, but not with high-density lipoprotein cholesterol. CONCLUSIONS: A high serum PRL within the physiological range was inversely associated with the prevalence of T2DM in the south Indian population. Serum PRL also correlated inversely with glycaemic and blood lipid parameters. Larger longitudinal studies are required to further validate the association of serum PRL with various components of metabolic syndrome in the south Indian population.

Deep Vein Thrombosis in Lepromatous Leprosy: A Case Report of Secondary Pediatric Antiphospholipid Syndrome.

Antiphospholipid syndrome (APS) is a rare autoimmune disorder characterized by thromboembolic events, fetal loss during pregnancy, and evidence of antiphospholipid (aPL) antibodies such as beta-2-glycoprotein I (B2-GPI) and anticardiolipin (aCL). The diagnosis and treatment of this condition in the pediatric population have limited literature evidence due to the rarity of the condition in this age group. Guidelines have been adopted from the adult counterpart of the affected population, thereby giving rise to diagnostic and therapeutic challenges. In this report, we describe a rare case of a 15-year-old male who presented with lepromatous leprosy and developed deep vein thrombosis in his right leg. The laboratory evidence of positive aPL antibodies guided our diagnosis of APS and treatment with oral anticoagulants. This report highlights the importance of screening and timely diagnosis of APS in the pediatric population presenting with venous thrombosis in the backdrop of infection.

Multiscale, multi-perspective imaging assisted robotic microinjection of 3D biological structures.

Microinjection is a widely used technique employed by biologists with applications in transgenesis, cryopreservation, mutagenesis, labeling/dye injection and in-vitro fertilization. However, microinjection is an extremely laborious manual procedure, which makes it a critical bottleneck in the field and thus ripe for automation. Here, we present a computer-guided robot that automates the targeted microinjection of Drosophila melanogaster and zebrafish (Danio rerio) embryos, two important model organisms in biological research. The robot uses a series of cameras to image an agar plate containing embryos at multiple magnifications and perspectives. This imaging is combined with machine learning and computer vision algorithms to pinpoint a location on the embryo for targeted microinjection with microscale precision. We demonstrate the utility of this microinjection robot to successfully microinject Drosophila melanogaster and zebrafish embryos. Results obtained indicate that the robotic microinjection approach can significantly increase the throughput of microinjection as compared to manual microinjection while maintaining survival rates comparable to human operators. In the future, this robotic platform can be used to perform high throughput microinjection experiments and can be extended to automatically microinject a host of organisms such as roundworms (Caenorhabditis elegans), mosquito (Culicidae) embryos, sea urchins (Echinoidea) and frog (Xenopus) oocytes.