Abstract: The disclosure relates to a method for generating a custom predictive model, the method comprising receiving a plurality of datasets; identifying a plurality of features affecting prediction of a predictive model; determining an importance score for each of the plurality of features; determining a probability of prediction for each dataset from the plurality of the datasets based on one or more features from the plurality of features for the prediction of each dataset, and respective importance scores for the one or more features; and training a custom predictive model using the plurality of datasets with the probabilities, the respective features, and the respective importance scores.

Abstract: Disclosed is an in-vitro protocol for differentiating human induced pluripotent stem cells (hiPSCs) or human embryonic stem cells (hESC) to give rise to a definitive endoderm, followed by progression into anteriorized foregut endoderm that has the ability to give rise to both proximal and distal lung epithelial cells. The protocol not only offers great opportunities for the study of human development but also have tremendous potential for future clinical cell-based therapies. The protocol outlined here is used to differentiate hiPSCs into lung epithelial cell types through a process that faithfully recapitulates the stepwise events observed in-vivo. The was followed with the working cell bank of an hiPSC line made under current Good Manufacturing Practice (cGMP) conditions, a necessary step for the future clinical application of these cells.

Abstract: A unified cell differentiation protocol for obtaining photoreceptor cells, retinal pigment epithelium, and 3D retinal organoid from pluripotent stem cells is described. Also described are photoreceptor cells, retinal pigmented epithelium, and 3D retinal organoid obtained from pluripotent stem cells. Also described are a pharmaceutical composition and a medicament containing the photoreceptor cells, retinal pigment epithelium, and 3D retinal organoid as described.

Abstract: A unified cell differentiation protocol for obtaining photoreceptor cells, retinal pigment epithelium, and 3D retinal organoid from pluripotent stem cells is described. Also described are photoreceptor cells, retinal pigmented epithelium, and 3D retinal organoid obtained from pluripotent stem cells. Also described are a pharmaceutical composition and a medicament containing the photoreceptor cells, retinal pigment epithelium, and 3D retinal organoid as described.

Abstract: Purified preparations of human embryonic stem cells with certain population-specific characteristics are disclosed. This preparation is characterized by the positive expression of the following pluripotent cell surface markers: SSEA-1 (?); SSEA-4 (+); TRA-1-60 (+); TRA-1-81 (+); alkaline phosphatase (+), as well as a set of ES cell markers including Oct-4, Nanog, Rex1, Sox2, Thy1, FGF4, ABCG2, Dppa5, UTF1, Cripto1, hTERT, Connexin-43 and Connexin-45. The cells of the preparation are negative for lineage specific markers like Keratin 8, Sox-1, NFH (ectoderm), MyoD, brachyury, cardiac-actin (mesoderm), HNF-3 beta, albumin, and PDX1 (endoderm). The cells of the preparation are human embryonic stem cells, have normal karyotypes, exhibit high telomerase activity and continue to proliferate in an undifferentiated state after continuous culture for over 40 passages.

Abstract: Purified preparations of human embryonic stem cells with certain population-specific characteristics are disclosed. This preparation is characterized by the positive expression of the following pluripotent cell surface markers: SSEA-1 (?); SSEA-4 (+); TRA-1-60 (+); TRA-1-81 (+); alkaline phosphatase (+), as well as a set of ES cell markers including Oct-4, Nanog, Rex1, Sox2, Thy1, FGF4, ABCG2, Dppa5, UTF1, Criptol, hTERT, Connexin-43 and Connexin-45. The cells of the preparation are negative for lineage specific markers like Keratin 8, Sox-1, NFH (ectoderm), MyoD, brachyury, cardiac-actin (mesoderm), HNF-3 beta, albumin, and PDX1 (endoderm). The cells of the preparation are human embryonic stem cells, have normal karyotypes, exhibit high telomerase activity and continue to proliferate in an undifferentiated state after continuous culture for over 40 passages.