Advancements in Precision Medicine: From Rare Diseases to Complex Syndromes

Klein Haneveld

Department of Genetics, University of Alabama at Birmingham, Alabama, USA


DOI10.36648/2380-7245.10.1.149

Klein Haneveld*

Department of Genetics, University of Alabama at Birmingham, Alabama, USA

*Corresponding Author:
Klein Haneveld
Department of Genetics,
University of Alabama at Birmingham, Alabama,
USA,
E-mail: klein@gmail.com

Received date: January 30, 2024, Manuscript No. IPRDDT-24-18719; Editor assigned date: February 01, 2024, PreQC No. IPRDDT-24-18719 (PQ); Reviewed date: February 13, 2024, QC No. IPRDDT-24-18719; Revised date: February 19, 2024, Manuscript No. IPRDDT-24-18719 (R); Published date: February 26, 2024, DOI: 10.36648/2380-7245.10.1.149

Citation: Haneveld K (2024) Advancements in Precision Medicine: Rare Diseases to Complex Syndromes. J Rare Disord Diagn Ther Vol.10 No.1:149.

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Description

Precision medicine provides a way to find treatments for uncommon patients, since one in ten have one of the 10,000 rare diseases. On the other hand, uncommon individuals pave the way for the discovery of treatments for more common patients by virtue of their combined experience and the genetic information they possess. Although melanoma outcomes are improved by immune checkpoint blockade, many individuals still do not respond. Response is linked to tumor-infiltrating T cells and tumor mutational burden, and integrated models enhance survival prediction. It is yet unknown, nevertheless, how to combine immunological and tumor-intrinsic traits utilizing information from a single test. In this instance, we examine bulk RNA sequencing and whole-exome sequencing of tumors from recently reported datasets of 178 and 189 melanoma patients receiving CPB, respectively. We compute T cell and B cell using DNA. We find three gene pairs related with response and survival by combining pairs of genes expressed by tumors and the immune system; these gene pairs verify in separate cohorts. Tumor-expressed TBX3 and lymphocyte-expressed MAP4K1 are included in the top model. Predictions of melanoma CPB outcomes are often improved by RNA or DNA-based models that include immunological and tumor measures. Up to 60-70% of people with suspected genetic illnesses go undetected despite advancements in exome, genome, and RNA sequencing. This is probably because the harmful variations in these people have not yet been identified.

Cardiac abnormalities

On the other hand, some people can go undetected if it's uncertain how significant the found mutations are clinically. Using a variety of genome editing approaches, the Undiagnosed Diseases Network (UDN) Model Organism Screening Center (MOSC) has successfully modeled human variations in flies, worms, and zebrafish and provided data supporting the interpretation of the results. Complementary to mammalian models, mouse models facilitate the testing of novel therapeutics and the understanding of disease mechanisms. Heterozygous pathogenic mutations in the gene cause lower extremity-predominant spinal muscular atrophy type 2 a progressive muscular atrophy disorder. Type 2A is characterized by atrophy and weakness that mostly affects the lower limbs and appears in early childhood. More severe type 2B begins in utero and is characterized by reduced fetal movement. Infants with this condition suffer respiratory insufficiency, severe hypotonia, and arthrogryposis multiplex congenita. While SMALED2A children can live into their early adult years, a large proportion of SMALED2B youngsters pass away in their early years. All SMALED2 instances that have been documented thus far have either been de novo or have been inherited autosomally dominantly from an afflicted parent. With this knowledge in hand, we usually advise parents of an afflicted proband with a variation, quoting a 1% recurrence chance. One of the most prevalent birth abnormalities, congenital heart disease affects 1% to 2% of babies worldwide. It is categorized as isolated or syndromic depending on whether extracardiac anomalies are present. The kind of cardiac abnormalities and related extracardiac anomalies are important factors, but a precise molecular diagnosis also plays a role in the overall prognosis of congestive heart failure. Chromosome aneuploidies, recurrent microduplications, and copy number variations are the most frequent genetic etiologies that cause congestive heart failure. In cases with concomitant extracardiac signs of congestive heart failure, chromosomal microarray testing, or CMA, has become the gold standard for diagnosing CHD. Prior research has indicated notable fluctuations in the CMA diagnostic yield, ranging from 7-15% for undifferentiated CHD and 0-9% for isolated CHD. Consequently, there is a notable disparity in the methods used by various institutions when ordering CMA for CHD.

Pathogenic mutations

This retrospective single-center cohort research set out to assess the overall diagnostic yield of CMA in children with CHD who were assessed at the University of Iowa Hospitals and Clinics, as well as its phenotype-specific yield. A collection of neurodegenerative conditions known as Hereditary Spastic Paraplegia (HSP) impact the corticospinal (pyramidal) tract neurons, mostly causing spasticity as a presenting symptom. Based on a certain gene, HSP can be inherited recessively or dominantly and are further divided into over 80 subtypes. Complicated HSP, as opposed to pure HSP, is linked to neurological symptoms other than stiffness. The GBA2 gene, which codes for a non-lysosomal glucosylceramidase, has biallelic pathogenic mutations that cause autosomal recessive HSP Type 46. In two siblings with complex hemoglobin syndrome, we report here a new pathogenic mutation in compound heterozygosity with a previously reported pathogenic variant in the gene. Overgrowth condition known as megalencephaly-capillary malformation is brought on by mosaic gain-of-function mutations in the gene. Megalencephaly or hemimegalencaphly, digital defects, varied somatic overgrowth, cutaneous vascular malformations, and connective tissue laxity are the characteristics of this multi-system illness. MCAP is frequently linked to epilepsy, and a portion of thoseaffected may need resective epilepsy surgery due to cortical abnormalities. While with other mosaic illnesses, the majority of the time, a molecular diagnosis for an individual with MCAP is established by sequencing lesional or afflicted tissues while examining peripheral samples yields very little information about the condition. Thus, in cases when lesional tissues are insufficient or nonexistent, such as in MCAP patients who are not suitable candidates for epilepsy surgery.

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